import pandas as pd
import matplotlib.pyplot as plt
import matplotlib as mpl
import numpy as np
from pathlib import Path
from wordcloud import WordCloud, STOPWORDS
from datetime import datetime
raw = Path('/home3/usfb/analysis/analysis-fake-news/input/reaction/1000-page/20-min/by-reaction-type/LIKE/by-page-id')
page_info_path = Path('/home3/usfb/build/output/page/1000-page-info.csv')
politifact_fake_domain_path = Path('/home3/usfb/analysis/analysis-fake-news/temp/post-match-domain/1000_page_politifact_domain.csv')
all_post_path = Path('/home3/usfb/analysis/analysis-fake-news/input/post/1000-page/2015-01-01-to-2017-04-08.csv')
all_post = pd.read_csv(all_post_path)
all_post
| page_id | page_name | post_id | post_type | post_name | post_message | post_caption | post_picture | post_link | post_description | ... | post_likes | post_comments | post_shares | post_created_time_CT | post_updated_time_CT | post_created_date_CT | post_updated_date_CT | post_created_time | post_updated_time | page_talking_about_count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 5.444446e+10 | WTHR-TV | 54444461143_10153245342666144 | photo | NaN | WTHR is wishing a very happy birthday to John ... | NaN | https://scontent.xx.fbcdn.net/hphotos-xpf1/v/t... | https://www.facebook.com/WTHR13/photos/a.12486... | NaN | ... | 3920739.0 | 97206.0 | 1521964.0 | 2015-07-25T20:35:12Z | 2015-07-27T17:40:46Z | 2015-07-25 | 2015-07-27 | 2015-07-26T01:35:12Z | 2015-07-27T22:40:46Z | 165048.0 |
| 1 | 2.637436e+11 | 9NEWS (KUSA) | 263743636076_10152822691401077 | video | NaN | Thank you. Welcome home. | NaN | https://scontent.xx.fbcdn.net/v/t15.0-10/s130x... | https://www.facebook.com/ilike9news/videos/101... | NaN | ... | 1761230.0 | 76471.0 | 2312763.0 | 2014-12-31T19:49:38Z | 2017-05-21T10:31:11Z | 2014-12-31 | 2017-05-21 | 2015-01-01T01:49:38Z | 2017-05-21T15:31:11Z | 128078.0 |
| 2 | 1.143646e+14 | ForAmerica | 114364638621903_890023284389364 | photo | Timeline Photos | Christian country singer Carrie Underwood is u... | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/ForAmerica/photos/a.1... | NaN | ... | 1639908.0 | 41595.0 | 146719.0 | 2015-01-11T18:00:00Z | 2017-05-16T07:19:49Z | 2015-01-11 | 2017-05-16 | 2015-01-12T00:00:00Z | 2017-05-16T12:19:49Z | 225676.0 |
| 3 | 2.178595e+10 | 9GAG | 21785951839_10154491127201840 | photo | Timeline Photos | This is why his speech was soooo fluent! Congr... | NaN | https://scontent.xx.fbcdn.net/hphotos-xlf1/v/t... | https://www.facebook.com/9gag/photos/a.1090410... | NaN | ... | 1626598.0 | 16615.0 | 161393.0 | 2016-02-28T23:16:57Z | 2016-02-28T23:16:57Z | 2016-02-28 | 2016-02-28 | 2016-02-29T05:16:57Z | 2016-02-29T05:16:57Z | 3842818.0 |
| 4 | 3.896583e+14 | Right Wing News | 389658314427637_956582867735176 | photo | Timeline Photos | NaN | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/p130x13... | https://www.facebook.com/OfficialRightWingNews... | NaN | ... | 1574853.0 | 14681.0 | 154392.0 | 2015-01-18T23:00:01Z | 2017-01-22T06:50:03Z | 2015-01-18 | 2017-01-22 | 2015-01-19T05:00:01Z | 2017-01-22T12:50:03Z | 402776.0 |
| 5 | 2.189830e+10 | BuzzFeed | 21898300328_10155291462855329 | video | NaN | Who Will Win: Dog Or Cat?\n\nVote "Like" For D... | NaN | https://scontent.xx.fbcdn.net/v/t15.0-10/p130x... | https://www.facebook.com/BuzzFeed/videos/10155... | NaN | ... | 1550521.0 | 151062.0 | 49378.0 | 2016-11-07T13:50:55Z | 2016-11-09T12:31:10Z | 2016-11-07 | 2016-11-09 | 2016-11-07T19:50:55Z | 2016-11-09T18:31:10Z | 6353190.0 |
| 6 | 5.550297e+09 | CNN | 5550296508_10155640542156509 | video | Ellen DeGeneres holds back tears as she receiv... | "Just keep swimming": An emotional Ellen DeGen... | NaN | https://scontent.xx.fbcdn.net/v/t15.0-10/p130x... | https://www.facebook.com/cnn/videos/1015564054... | NaN | ... | 1503501.0 | 68867.0 | 859761.0 | 2016-11-22T18:31:01Z | 2017-04-08T14:57:05Z | 2016-11-22 | 2017-04-08 | 2016-11-23T00:31:01Z | 2017-04-08T19:57:05Z | 3754033.0 |
| 7 | 5.294696e+10 | B. Scott | 52946962893_10152995060277894 | photo | NaN | 1st gay couple to be married in Dallas. George... | NaN | https://scontent.xx.fbcdn.net/hphotos-xpt1/v/t... | https://www.facebook.com/lovebscott/photos/a.1... | NaN | ... | 1475642.0 | 31505.0 | 205445.0 | 2015-06-26T17:17:10Z | 2015-06-26T17:17:10Z | 2015-06-26 | 2015-06-26 | 2015-06-26T22:17:10Z | 2015-06-26T22:17:10Z | 1266661.0 |
| 8 | 2.178595e+10 | 9GAG | 21785951839_10153133208006840 | photo | Timeline Photos | Best group selfie award goes to...\nhttp://9ga... | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/9gag/photos/a.1090410... | NaN | ... | 1423955.0 | 12109.0 | 37839.0 | 2015-01-18T23:15:01Z | 2017-04-24T21:44:15Z | 2015-01-18 | 2017-04-24 | 2015-01-19T05:15:01Z | 2017-04-25T02:44:15Z | 7968743.0 |
| 9 | 2.178595e+10 | 9GAG | 21785951839_10153454504186840 | photo | Timeline Photos | Gotta be a Melon Lord!\nhttp://9gag.com/gag/av... | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/9gag/photos/a.1090410... | NaN | ... | 1409380.0 | 73936.0 | 701526.0 | 2015-05-02T10:15:01Z | 2017-05-21T04:44:10Z | 2015-05-02 | 2017-05-21 | 2015-05-02T15:15:01Z | 2017-05-21T09:44:10Z | 7968743.0 |
| 10 | 5.930662e+10 | Good Morning America | 59306617060_10154315710532061 | video | NaN | WATCH: Fifth grade English teacher in North Ca... | NaN | https://scontent.xx.fbcdn.net/v/t15.0-10/s130x... | https://www.facebook.com/GoodMorningAmerica/vi... | NaN | ... | 1337324.0 | 133008.0 | 2612700.0 | 2017-02-01T15:00:55Z | 2017-04-09T11:46:05Z | 2017-02-01 | 2017-04-09 | 2017-02-01T21:00:55Z | 2017-04-09T16:46:05Z | 1105102.0 |
| 11 | 2.178595e+10 | 9GAG | 21785951839_10154402731186840 | photo | Timeline Photos | R.I.P To this legend, Alan Rickman. You are fo... | NaN | https://scontent.xx.fbcdn.net/hphotos-xaf1/v/t... | https://www.facebook.com/9gag/photos/a.1090410... | NaN | ... | 1202113.0 | 25804.0 | 548286.0 | 2016-01-14T07:09:04Z | 2016-01-15T02:00:58Z | 2016-01-14 | 2016-01-15 | 2016-01-14T13:09:04Z | 2016-01-15T08:00:58Z | 9060512.0 |
| 12 | 3.173248e+10 | The Tonight Show Starring Jimmy Fallon | 31732483895_10154764200303896 | video | Jimmy Fallon, Metallica & The Roots Sing "Ente... | Metallica joins Jimmy and The Roots in the Ton... | NaN | https://scontent.xx.fbcdn.net/v/t15.0-10/s130x... | https://www.facebook.com/FallonTonight/videos/... | NaN | ... | 1168518.0 | 153979.0 | 2628065.0 | 2016-11-16T22:48:54Z | 2017-05-26T11:23:47Z | 2016-11-16 | 2017-05-26 | 2016-11-17T04:48:54Z | 2017-05-26T16:23:47Z | 722158.0 |
| 13 | 5.550297e+09 | CNN | 5550296508_10153610013316509 | photo | Photos from CNN's post | At least 22 hours after the earthquake struck ... | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/cnn/photos/a.36981009... | NaN | ... | 1152981.0 | 37413.0 | 306264.0 | 2015-04-29T09:31:00Z | 2017-05-04T15:57:55Z | 2015-04-29 | 2017-05-04 | 2015-04-29T14:31:00Z | 2017-05-04T20:57:55Z | 2474432.0 |
| 14 | 2.178595e+10 | 9GAG | 21785951839_10155113971791840 | link | Official White House Photographer Reveals His ... | Obama is the coolest president in history. �� ... | 9gag.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://9gag.com/gag/ajqEV90?ref=fbp | Click to see the pic and write a comment... | ... | 1149630.0 | 20093.0 | 209506.0 | 2016-11-11T07:35:00Z | 2017-03-16T04:05:56Z | 2016-11-11 | 2017-03-16 | 2016-11-11T13:35:00Z | 2017-03-16T09:05:56Z | 8425994.0 |
| 15 | 4.066771e+10 | Kirk Cameron | 40667713734_10153486239323735 | photo | Mobile Uploads | I was only 20 years old when I married the lov... | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/kirkcameron/photos/a.... | NaN | ... | 1144361.0 | 36312.0 | 25165.0 | 2015-07-20T23:50:45Z | 2017-05-19T20:35:47Z | 2015-07-20 | 2017-05-19 | 2015-07-21T04:50:45Z | 2017-05-20T01:35:47Z | 28714.0 |
| 16 | 3.469371e+14 | Occupy Democrats | 346937065399354_1182822125144173 | video | Racism DESTROYED in one minute | EPIC. Racism DESTROYED in one minute. A must-s... | NaN | https://scontent.xx.fbcdn.net/v/t15.0-10/p130x... | https://www.facebook.com/OccupyDemocrats/video... | NaN | ... | 1141561.0 | 54773.0 | 2651231.0 | 2016-07-13T15:29:25Z | 2017-05-01T08:04:41Z | 2016-07-13 | 2017-05-01 | 2016-07-13T20:29:25Z | 2017-05-01T13:04:41Z | 1906140.0 |
| 17 | 1.299302e+11 | Michael Baisden Live | 129930197818_10152794487597819 | photo | Timeline Photos | POW! | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/michaelbaisdenlive/ph... | NaN | ... | 1137246.0 | 74239.0 | 3688873.0 | 2015-01-06T19:00:01Z | 2017-05-22T02:42:40Z | 2015-01-06 | 2017-05-22 | 2015-01-07T01:00:01Z | 2017-05-22T07:42:40Z | 735369.0 |
| 18 | 9.208540e+09 | Demi Lovato | 9208539755_10153141114079756 | photo | Timeline Photos | ❤️��☀️���� | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/p130x13... | https://www.facebook.com/DemiLovato/photos/a.5... | NaN | ... | 1136173.0 | 12258.0 | 11969.0 | 2015-02-05T17:56:47Z | 2017-05-29T11:53:13Z | 2015-02-05 | 2017-05-29 | 2015-02-05T23:56:47Z | 2017-05-29T16:53:13Z | 163730.0 |
| 19 | 2.215686e+10 | Explore Talent - Acting and Modeling | 22156858944_10153356533903945 | photo | Mobile Uploads | I don't care how old I am, I need these super ... | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/ExploreTalent/photos/... | NaN | ... | 1128827.0 | 135242.0 | 762909.0 | 2015-05-16T17:35:09Z | 2017-04-30T13:39:21Z | 2015-05-16 | 2017-04-30 | 2015-05-16T22:35:09Z | 2017-04-30T18:39:21Z | 407574.0 |
| 20 | 9.971081e+14 | Anonymous | 997108126967413_1274543885890501 | video | NaN | Wow! .. | NaN | https://scontent.xx.fbcdn.net/v/t15.0-10/p130x... | https://www.facebook.com/anonews.co/videos/127... | NaN | ... | 1127359.0 | 54935.0 | 3099951.0 | 2016-07-15T17:29:18Z | 2017-05-26T07:48:36Z | 2016-07-15 | 2017-05-26 | 2016-07-15T22:29:18Z | 2017-05-26T12:48:36Z | 3867108.0 |
| 21 | 2.178595e+10 | 9GAG | 21785951839_10153379859131840 | photo | Timeline Photos | The sad truth.\nhttp://9gag.com/gag/ae0VRRv?re... | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/9gag/photos/a.1090410... | NaN | ... | 1118145.0 | 9614.0 | 144791.0 | 2015-04-10T23:00:01Z | 2017-04-12T06:24:12Z | 2015-04-10 | 2017-04-12 | 2015-04-11T04:00:01Z | 2017-04-12T11:24:12Z | 7910688.0 |
| 22 | 1.386911e+14 | Dr. Ben Carson | 138691142964027_536365619863242 | photo | Timeline Photos | Yes, #IamaChristian. | NaN | https://scontent.xx.fbcdn.net/hphotos-xpt1/v/t... | https://www.facebook.com/realbencarson/photos/... | NaN | ... | 1093592.0 | 30533.0 | 169234.0 | 2015-10-02T15:29:24Z | 2015-10-04T13:41:24Z | 2015-10-02 | 2015-10-04 | 2015-10-02T20:29:24Z | 2015-10-04T18:41:24Z | 844845.0 |
| 23 | 1.894310e+10 | Lizzy the Lezzy | 18943096862_10152566189746863 | photo | Timeline Photos | exactly! <3\npic: @mannymua733 on instagram | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/LizzyTheLezzy/photos/... | NaN | ... | 1075415.0 | 55756.0 | 220277.0 | 2015-01-21T13:33:00Z | 2017-05-22T01:08:44Z | 2015-01-21 | 2017-05-22 | 2015-01-21T19:33:00Z | 2017-05-22T06:08:44Z | 388481.0 |
| 24 | 1.570455e+10 | Fox News | 15704546335_10154481813316336 | photo | Timeline Photos | Chris Kyle's hometown of Odessa, Texas unveile... | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/p130x13... | https://www.facebook.com/FoxNews/photos/a.1840... | NaN | ... | 1050218.0 | 17016.0 | 207970.0 | 2016-07-28T17:06:25Z | 2016-07-30T08:34:40Z | 2016-07-28 | 2016-07-30 | 2016-07-28T22:06:25Z | 2016-07-30T13:34:40Z | 4738330.0 |
| 25 | 2.178595e+10 | 9GAG | 21785951839_10154380654711840 | photo | Timeline Photos | Just... be like John. Please.\nhttp://9gag.com... | NaN | https://scontent.xx.fbcdn.net/hphotos-xta1/v/t... | https://www.facebook.com/9gag/photos/a.1090410... | NaN | ... | 1050167.0 | 44180.0 | 154902.0 | 2016-01-07T05:37:06Z | 2016-01-09T00:27:42Z | 2016-01-07 | 2016-01-09 | 2016-01-07T11:37:06Z | 2016-01-09T06:27:42Z | 8766863.0 |
| 26 | 9.124188e+09 | U.S. Senator Bernie Sanders | 9124187907_10155563196822908 | photo | Timeline Photos | President Trump, you have made a big mistake. ... | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/p130x13... | https://www.facebook.com/senatorsanders/photos... | NaN | ... | 1045218.0 | 45684.0 | 296174.0 | 2017-01-21T16:05:51Z | 2017-04-08T12:46:14Z | 2017-01-21 | 2017-04-08 | 2017-01-21T22:05:51Z | 2017-04-08T17:46:14Z | 1061986.0 |
| 27 | 1.990986e+14 | LADbible | 199098633470668_1520999951280523 | photo | Timeline Photos | Respect! | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/LADbible/photos/a.200... | NaN | ... | 1037533.0 | 10887.0 | 97346.0 | 2015-03-17T13:48:39Z | 2017-05-17T18:34:30Z | 2015-03-17 | 2017-05-17 | 2015-03-17T18:48:39Z | 2017-05-17T23:34:30Z | 15016627.0 |
| 28 | 1.894310e+10 | Lizzy the Lezzy | 18943096862_10152524038346863 | photo | Timeline Photos | right! ;) | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/LizzyTheLezzy/photos/... | NaN | ... | 1031849.0 | 39956.0 | 172983.0 | 2015-01-04T13:35:02Z | 2017-03-30T04:47:01Z | 2015-01-04 | 2017-03-30 | 2015-01-04T19:35:02Z | 2017-03-30T09:47:01Z | 399563.0 |
| 29 | 2.178595e+10 | 9GAG | 21785951839_10154279876181840 | photo | Timeline Photos | This is only the first lesson, boy!\nhttp://9g... | NaN | https://scontent.xx.fbcdn.net/hphotos-xpl1/v/t... | https://www.facebook.com/9gag/photos/a.1090410... | NaN | ... | 1031648.0 | 33687.0 | 264878.0 | 2015-12-05T05:30:00Z | 2015-12-07T02:01:10Z | 2015-12-05 | 2015-12-07 | 2015-12-05T11:30:00Z | 2015-12-07T08:01:10Z | 7499142.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 14747916 | 1.972120e+11 | Boston Herald | 197211981599_10154773904451600 | photo | Boston Herald's cover photo | President-elect Donald Trump pumps his fist du... | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/bostonherald/photos/a... | NaN | ... | NaN | NaN | 2.0 | 2016-11-09T11:00:30Z | 2016-11-09T16:52:16Z | 2016-11-09 | 2016-11-09 | 2016-11-09T17:00:30Z | 2016-11-09T22:52:16Z | 0.0 |
| 14747917 | 6.619786e+10 | FOX5 Las Vegas | 66197856671_10154671861186672 | photo | FOX5 Las Vegas's cover photo | Trump to win Utah (6) | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/FOX5Vegas/photos/a.10... | NaN | ... | NaN | NaN | 7.0 | 2016-11-08T22:18:33Z | 2016-11-09T09:37:02Z | 2016-11-08 | 2016-11-09 | 2016-11-09T04:18:33Z | 2016-11-09T15:37:02Z | 59491.0 |
| 14747918 | 3.207724e+14 | Red State Dems | 320772408017742_837102216384756 | photo | Red State Dems | NaN | NaN | https://scontent.xx.fbcdn.net/hphotos-xfa1/v/t... | https://www.facebook.com/RedStateDems/photos/a... | NaN | ... | NaN | NaN | 4.0 | 2015-06-26T09:32:07Z | 2015-06-26T09:32:07Z | 2015-06-26 | 2015-06-26 | 2015-06-26T14:32:07Z | 2015-06-26T14:32:07Z | 1528.0 |
| 14747919 | 4.232416e+10 | BET | 42324160403_10152853824045404 | photo | BET | NaN | NaN | https://scontent.xx.fbcdn.net/hphotos-xat1/v/t... | https://www.facebook.com/BET/photos/a.42534183... | NaN | ... | NaN | NaN | 914.0 | 2015-06-26T14:34:26Z | 2015-06-28T11:18:54Z | 2015-06-26 | 2015-06-28 | 2015-06-26T19:34:26Z | 2015-06-28T16:18:54Z | 462623.0 |
| 14747920 | 2.776131e+14 | Mint Press News | 277613075615568_259207930786056 | link | The Conscious Resistance Network | NaN | NaN | https://scontent.xx.fbcdn.net/v/t1.0-1/p130x13... | https://www.facebook.com/TheConsciousResistance/ | You Are Powerful.\nYou Are Beautiful.\nYou Are... | ... | NaN | NaN | NaN | 2016-10-31T11:54:35Z | 2016-10-31T11:54:35Z | 2016-10-31 | 2016-10-31 | 2016-10-31T16:54:35Z | 2016-10-31T16:54:35Z | 133538.0 |
| 14747921 | 9.066295e+10 | WTAE-TV Pittsburgh | 90662953642_10153696765683643 | photo | NaN | It's DAY 1 of our WHERE'S ELLEN contest! \n\nR... | NaN | https://scontent.xx.fbcdn.net/hphotos-xfp1/v/t... | https://www.facebook.com/wtae4/photos/a.381577... | NaN | ... | NaN | NaN | 36.0 | 2015-08-17T07:00:00Z | 2015-08-19T04:55:51Z | 2015-08-17 | 2015-08-19 | 2015-08-17T12:00:00Z | 2015-08-19T09:55:51Z | 57003.0 |
| 14747922 | 6.619786e+10 | FOX5 Las Vegas | 66197856671_10154672229751672 | photo | FOX5 Las Vegas's cover photo | Donald Trump Wins Presidency. | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/FOX5Vegas/photos/a.10... | NaN | ... | NaN | NaN | 107.0 | 2016-11-09T01:40:40Z | 2016-11-09T10:44:41Z | 2016-11-09 | 2016-11-09 | 2016-11-09T07:40:40Z | 2016-11-09T16:44:41Z | 59491.0 |
| 14747923 | 1.972120e+11 | Boston Herald | 197211981599_10153533133401600 | photo | Boston Herald | NaN | NaN | https://scontent.xx.fbcdn.net/hphotos-xft1/v/t... | https://www.facebook.com/bostonherald/photos/a... | NaN | ... | NaN | NaN | 1.0 | 2015-07-26T09:28:16Z | 2015-07-26T09:28:16Z | 2015-07-26 | 2015-07-26 | 2015-07-26T14:28:16Z | 2015-07-26T14:28:16Z | 11643.0 |
| 14747924 | 1.845999e+14 | Women's Rights News | 184599864915751_1316941335014926 | photo | Women's Rights News's cover photo | NaN | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/WOMENSRIGHTSNEWS/phot... | NaN | ... | NaN | NaN | 53.0 | 2016-11-07T16:52:47Z | 2016-11-08T17:06:17Z | 2016-11-07 | 2016-11-08 | 2016-11-07T22:52:47Z | 2016-11-08T23:06:17Z | 308765.0 |
| 14747925 | 6.619786e+10 | FOX5 Las Vegas | 66197856671_10154671708581672 | photo | FOX5 Las Vegas's cover photo | FOX projecting Clinton wins NM and Trump takes... | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/FOX5Vegas/photos/a.10... | NaN | ... | NaN | NaN | 10.0 | 2016-11-08T20:53:52Z | 2016-11-08T20:59:12Z | 2016-11-08 | 2016-11-08 | 2016-11-09T02:53:52Z | 2016-11-09T02:59:12Z | 59491.0 |
| 14747926 | 1.666224e+14 | Gay Star News | 166622430080749_1201774873232161 | photo | Gay Star News's cover photo | NaN | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/GayStarNews/photos/a.... | NaN | ... | NaN | NaN | 7.0 | 2016-11-23T03:51:04Z | 2016-11-24T01:08:25Z | 2016-11-23 | 2016-11-24 | 2016-11-23T09:51:04Z | 2016-11-24T07:08:25Z | 158494.0 |
| 14747927 | 7.292472e+10 | ABC News | 72924719987_10155644933634988 | photo | ABC News's cover photo | A man from the Taroko tribe in Taiwan is recor... | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/abcnews.au/photos/a.1... | NaN | ... | NaN | NaN | 10.0 | 2016-10-23T13:57:22Z | 2016-10-24T04:45:05Z | 2016-10-23 | 2016-10-24 | 2016-10-23T18:57:22Z | 2016-10-24T09:45:05Z | 282539.0 |
| 14747928 | 7.356330e+10 | The Situation Room | 73563300980_10152904397015981 | photo | The Situation Room | NaN | NaN | https://scontent.xx.fbcdn.net/hphotos-xpf1/v/t... | https://www.facebook.com/CNNSituationRoom/phot... | NaN | ... | NaN | NaN | 3.0 | 2015-07-29T11:51:50Z | 2015-07-29T17:14:34Z | 2015-07-29 | 2015-07-29 | 2015-07-29T16:51:50Z | 2015-07-29T22:14:34Z | 38154.0 |
| 14747929 | 6.619786e+10 | FOX5 Las Vegas | 66197856671_10154671903121672 | photo | FOX5 Las Vegas's cover photo | Georgia (16) to Trump | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/FOX5Vegas/photos/a.10... | NaN | ... | NaN | NaN | 56.0 | 2016-11-08T22:42:03Z | 2016-11-08T23:31:57Z | 2016-11-08 | 2016-11-08 | 2016-11-09T04:42:03Z | 2016-11-09T05:31:57Z | 59491.0 |
| 14747930 | 1.675294e+14 | Living Blue in Texas | 167529403402369_631739320314706 | link | Hillary Clinton | NaN | NaN | https://scontent.xx.fbcdn.net/v/t1.0-1/p130x13... | https://www.facebook.com/hillaryclinton/ | Wife, mom, grandma, women+kids advocate, FLOTU... | ... | NaN | 0.0 | NaN | 2016-07-14T09:46:13Z | 2016-07-14T09:46:13Z | 2016-07-14 | 2016-07-14 | 2016-07-14T14:46:13Z | 2016-07-14T14:46:13Z | 24532.0 |
| 14747931 | 4.232416e+10 | BET | 42324160403_10153748914570404 | photo | BET | Tune in on Saturday, September 10 @ 8P/7C to w... | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/p130x13... | https://www.facebook.com/BET/photos/a.42534183... | NaN | ... | NaN | NaN | 7935.0 | 2016-09-08T23:40:15Z | 2016-09-10T23:24:26Z | 2016-09-08 | 2016-09-10 | 2016-09-09T04:40:15Z | 2016-09-11T04:24:26Z | 461384.0 |
| 14747932 | 6.619786e+10 | FOX5 Las Vegas | 66197856671_10154671673146672 | photo | FOX5 Las Vegas's cover photo | Update | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/FOX5Vegas/photos/a.10... | NaN | ... | NaN | NaN | 19.0 | 2016-11-08T20:33:48Z | 2016-11-08T20:48:14Z | 2016-11-08 | 2016-11-08 | 2016-11-09T02:33:48Z | 2016-11-09T02:48:14Z | 59491.0 |
| 14747933 | 6.619786e+10 | FOX5 Las Vegas | 66197856671_10154670251276672 | photo | FOX5 Las Vegas's cover photo | NaN | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/FOX5Vegas/photos/a.10... | NaN | ... | NaN | NaN | NaN | 2016-11-08T11:15:11Z | 2016-11-08T11:15:11Z | 2016-11-08 | 2016-11-08 | 2016-11-08T17:15:11Z | 2016-11-08T17:15:11Z | 59491.0 |
| 14747934 | 8.860326e+09 | Financial Times | 8860325749_10154640990825750 | photo | Financial Times's cover photo | NaN | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/financialtimes/photos... | NaN | ... | NaN | NaN | 8.0 | 2016-11-07T12:09:59Z | 2016-11-09T05:38:22Z | 2016-11-07 | 2016-11-09 | 2016-11-07T18:09:59Z | 2016-11-09T11:38:22Z | 90683.0 |
| 14747935 | 1.972120e+11 | Boston Herald | 197211981599_10154638410351600 | photo | Boston Herald | NaN | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/p130x13... | https://www.facebook.com/bostonherald/photos/a... | NaN | ... | NaN | NaN | 2.0 | 2016-09-29T03:26:39Z | 2016-09-29T03:26:39Z | 2016-09-29 | 2016-09-29 | 2016-09-29T08:26:39Z | 2016-09-29T08:26:39Z | 6167.0 |
| 14747936 | 1.972120e+11 | Boston Herald | 197211981599_10154617979541600 | photo | Boston Herald | NaN | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/p130x13... | https://www.facebook.com/bostonherald/photos/a... | NaN | ... | NaN | NaN | 1.0 | 2016-09-22T05:09:28Z | 2016-09-22T05:09:28Z | 2016-09-22 | 2016-09-22 | 2016-09-22T10:09:28Z | 2016-09-22T10:09:28Z | 14179.0 |
| 14747937 | 6.619786e+10 | FOX5 Las Vegas | 66197856671_10154672100621672 | photo | FOX5 Las Vegas's cover photo | NaN | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/FOX5Vegas/photos/a.10... | NaN | ... | NaN | NaN | 12.0 | 2016-11-09T00:27:32Z | 2016-11-09T01:19:52Z | 2016-11-09 | 2016-11-09 | 2016-11-09T06:27:32Z | 2016-11-09T07:19:52Z | 59491.0 |
| 14747938 | 1.283341e+14 | Todd Starnes | 128334087241432_885356888205811 | photo | Todd Starnes | NaN | NaN | https://scontent.xx.fbcdn.net/hphotos-xpa1/v/t... | https://www.facebook.com/ToddStarnesFNC/photos... | NaN | ... | NaN | NaN | 625.0 | 2015-07-31T12:38:47Z | 2015-07-31T19:26:51Z | 2015-07-31 | 2015-07-31 | 2015-07-31T17:38:47Z | 2015-08-01T00:26:51Z | 115463.0 |
| 14747939 | 3.708703e+11 | Fox Carolina News | 370870329165_10154685674009166 | photo | Fox Carolina News's cover photo | Nicole Papay has the weather updates you need ... | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/foxcarolinanews/photo... | NaN | ... | NaN | NaN | NaN | 2016-11-10T14:03:08Z | 2016-11-10T14:09:58Z | 2016-11-10 | 2016-11-10 | 2016-11-10T20:03:08Z | 2016-11-10T20:09:58Z | 163816.0 |
| 14747940 | 1.972120e+11 | Boston Herald | 197211981599_10154627021391600 | photo | Boston Herald | NaN | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/p130x13... | https://www.facebook.com/bostonherald/photos/a... | NaN | ... | NaN | NaN | 3.0 | 2016-09-25T06:15:19Z | 2016-09-25T14:39:52Z | 2016-09-25 | 2016-09-25 | 2016-09-25T11:15:19Z | 2016-09-25T19:39:52Z | 10144.0 |
| 14747941 | 9.322870e+10 | Tea Party Patriots | 93228695778_10153138169185779 | photo | Timeline Photos | Illegal immigration has reached crisis proport... | NaN | https://scontent.xx.fbcdn.net/hphotos-xaf1/v/t... | https://www.facebook.com/teapartypatriots/phot... | NaN | ... | NaN | NaN | 764.0 | 2015-10-31T20:00:00Z | 2015-11-01T08:41:53Z | 2015-10-31 | 2015-11-01 | 2015-11-01T01:00:00Z | 2015-11-01T14:41:53Z | 249979.0 |
| 14747942 | 2.094664e+10 | The Dallas Morning News | 20946638799_10154295760903800 | photo | The Dallas Morning News's cover photo | NaN | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/dallasmorningnews/pho... | NaN | ... | NaN | NaN | NaN | 2016-11-07T17:55:22Z | 2016-11-09T02:21:54Z | 2016-11-07 | 2016-11-09 | 2016-11-07T23:55:22Z | 2016-11-09T08:21:54Z | 52776.0 |
| 14747943 | 6.619786e+10 | FOX5 Las Vegas | 66197856671_10154671493721672 | photo | FOX5 Las Vegas's cover photo | #NVELECTIONHQ FOX5 brings you the latest elec... | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/FOX5Vegas/photos/a.10... | NaN | ... | NaN | NaN | 5.0 | 2016-11-08T19:31:37Z | 2016-11-08T19:34:43Z | 2016-11-08 | 2016-11-08 | 2016-11-09T01:31:37Z | 2016-11-09T01:34:43Z | 59491.0 |
| 14747944 | 6.619786e+10 | FOX5 Las Vegas | 66197856671_10154664933961672 | photo | FOX5 Las Vegas's cover photo | NaN | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/FOX5Vegas/photos/a.10... | NaN | ... | NaN | NaN | NaN | 2016-11-06T15:59:42Z | 2016-11-06T15:59:42Z | 2016-11-06 | 2016-11-06 | 2016-11-06T21:59:42Z | 2016-11-06T21:59:42Z | 60144.0 |
| 14747945 | 4.291015e+14 | Meme GOP | 429101477109798_1298414466845157 | photo | Meme GOP | NaN | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/p130x13... | https://www.facebook.com/MemeGOP/photos/a.4291... | NaN | ... | NaN | NaN | 3.0 | 2016-09-20T09:52:15Z | 2016-09-20T23:53:38Z | 2016-09-20 | 2016-09-20 | 2016-09-20T14:52:15Z | 2016-09-21T04:53:38Z | 60842.0 |
14747946 rows × 21 columns
pageinfo = pd.read_csv(page_info_path)
politifact_with_fake_domain = pd.read_csv(politifact_fake_domain_path)
page_category = pageinfo[['page_id','category','type']]
politifact_with_fake_domain = politifact_with_fake_domain.join(page_category.set_index('page_id'), on='page_id')
politifact_with_fake_domain
| page_id | page_name | post_id | post_type | post_name | post_message | post_caption | post_picture | post_link | post_description | ... | post_created_time_CT | post_updated_time_CT | post_created_date_CT | post_updated_date_CT | post_created_time | post_updated_time | page_talking_about_count | domain | category | type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 440106476051475 | Freedom Daily | 440106476051475_1308905149171599 | link | Donald Trump Thinks Some Kids NEED a GOOD Old ... | Donald Trump Thinks Some Kids NEED a GOOD Ol' ... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/donald-trump-thinks-ki... | A good 'Ol Whoopin! | ... | 2016-11-22T10:28:48Z | 2016-12-10T19:02:11Z | 2016-11-22 | 2016-12-10 | 2016-11-22T16:28:48Z | 2016-12-11T01:02:11Z | 203082.0 | FreedomDaily.com | Media/News/Publishing | media |
| 1 | 610045389164725 | Liberal Daily | 610045389164725_770596729776256 | link | "Grow A Nut", Whoopi Doesn't Hold Back, Just T... | Whoopi is pissed off, just let loose on the sp... | liberalplug.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://liberalplug.com/2017/02/07/grow-nut-who... | NaN | ... | 2017-02-07T14:00:03Z | 2017-04-03T18:43:49Z | 2017-02-07 | 2017-04-03 | 2017-02-07T20:00:03Z | 2017-04-03T23:43:49Z | 165919.0 | LiberalPlug.com | Media/News/Publishing | media |
| 2 | 440106476051475 | Freedom Daily | 440106476051475_1138216752907107 | link | Home Invasion Thug Stabs 75-Year-Old Man, 80-Y... | Home Invasion Thug Stabs 75-Year-Old Man, 80-Y... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/home-invasion-thug-sta... | An intruder broke into a home in Monroe, Washi... | ... | 2016-05-01T16:30:00Z | 2016-05-03T13:40:50Z | 2016-05-01 | 2016-05-03 | 2016-05-01T21:30:00Z | 2016-05-03T18:40:50Z | 273614.0 | FreedomDaily.com | Media/News/Publishing | media |
| 3 | 440106476051475 | Freedom Daily | 440106476051475_1376156649113115 | link | Donald Trump Thinks Some Kids NEED a GOOD Old ... | Donald Trump Thinks Some Kids NEED a GOOD Old ... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/donald-trump-thinks-ki... | A good 'Ol Whoopin! | ... | 2017-01-15T11:03:18Z | 2017-01-22T11:47:35Z | 2017-01-15 | 2017-01-22 | 2017-01-15T17:03:18Z | 2017-01-22T17:47:35Z | 200739.0 | FreedomDaily.com | Media/News/Publishing | media |
| 4 | 610045389164725 | Liberal Daily | 610045389164725_758948130941116 | link | Jimmy Carter Flew To DC For Inauguration...But... | This is how a man of HONOR and DIGNITY behaves... | liberalplug.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://liberalplug.com/2017/01/21/jimmy-carter... | NaN | ... | 2017-01-21T17:30:00Z | 2017-01-26T20:19:55Z | 2017-01-21 | 2017-01-26 | 2017-01-21T23:30:00Z | 2017-01-27T02:19:55Z | 171811.0 | LiberalPlug.com | Media/News/Publishing | media |
| 5 | 440106476051475 | Freedom Daily | 440106476051475_1279170668811714 | link | Media RAGING After City's Biggest Police Union... | Media RAGING After City's Biggest Police Union... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/media-raging-citys-big... | HAha! Liberal media is freaking out because Sh... | ... | 2016-10-24T10:24:08Z | 2016-10-26T03:01:07Z | 2016-10-24 | 2016-10-26 | 2016-10-24T15:24:08Z | 2016-10-26T08:01:07Z | 437482.0 | FreedomDaily.com | Media/News/Publishing | media |
| 6 | 610045389164725 | Liberal Daily | 610045389164725_755235044645758 | link | Liz Warren Just Struck At Trump With A Bill Th... | Hero Senator Liz Warren just filed a bill that... | liberalplug.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://liberalplug.com/2017/01/15/liz-warren-j... | NaN | ... | 2017-01-15T13:21:00Z | 2017-02-18T21:07:05Z | 2017-01-15 | 2017-02-18 | 2017-01-15T19:21:00Z | 2017-02-19T03:07:05Z | 171811.0 | LiberalPlug.com | Media/News/Publishing | media |
| 7 | 610045389164725 | Liberal Daily | 610045389164725_774673936035202 | link | Congressman Who Called Trump "Racist" Refuses ... | A Dem congressman caught flak for calling Trum... | liberalplug.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://liberalplug.com/2017/02/14/congressman-... | NaN | ... | 2017-02-14T14:00:00Z | 2017-02-21T04:58:28Z | 2017-02-14 | 2017-02-21 | 2017-02-14T20:00:00Z | 2017-02-21T10:58:28Z | 165919.0 | LiberalPlug.com | Media/News/Publishing | media |
| 8 | 440106476051475 | Freedom Daily | 440106476051475_1224681280927320 | link | Army Ranger DESTROYS 49ers QB Colin Kaepernick... | BOOM! Army Ranger DESTROYS 49ers QB Colin Kaep... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/army-ranger-destroys-4... | This is Why I love the United States Military! | ... | 2016-08-27T20:00:00Z | 2016-08-29T13:25:39Z | 2016-08-27 | 2016-08-29 | 2016-08-28T01:00:00Z | 2016-08-29T18:25:39Z | 726536.0 | FreedomDaily.com | Media/News/Publishing | media |
| 9 | 610045389164725 | Liberal Daily | 610045389164725_763381843831078 | link | Bernie Sanders Brilliantly DESTROYS Trump Afte... | Sanders just declared WAR on Trump!\nCan we ge... | liberalplug.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://liberalplug.com/2017/01/27/bernie-sande... | NaN | ... | 2017-01-26T23:30:00Z | 2017-02-18T21:27:24Z | 2017-01-26 | 2017-02-18 | 2017-01-27T05:30:00Z | 2017-02-19T03:27:24Z | 171811.0 | LiberalPlug.com | Media/News/Publishing | media |
| 10 | 610045389164725 | Liberal Daily | 610045389164725_767101610125768 | link | Al Franken Let Loose On Nutjob Ted Cruz For Tr... | Al Franken just wiped the Senate floor with Te... | liberalplug.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://liberalplug.com/2017/02/02/al-franken-l... | NaN | ... | 2017-02-02T16:00:00Z | 2017-02-08T01:44:30Z | 2017-02-02 | 2017-02-08 | 2017-02-02T22:00:00Z | 2017-02-08T07:44:30Z | 165919.0 | LiberalPlug.com | Media/News/Publishing | media |
| 11 | 440106476051475 | Freedom Daily | 440106476051475_1314611048601009 | link | QUESTION – Do You Support Patriotic Bikers DEF... | QUESTION – Do You Support Patriotic Bikers DEF... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/bikers-trumps-inaugura... | Liberals beware! Come starting trouble, face t... | ... | 2016-11-27T16:18:36Z | 2017-01-18T10:26:47Z | 2016-11-27 | 2017-01-18 | 2016-11-27T22:18:36Z | 2017-01-18T16:26:47Z | 203082.0 | FreedomDaily.com | Media/News/Publishing | media |
| 12 | 591402597574018 | Tell Me Now | 591402597574018_1065863346794605 | link | This White House Petition to CHARGE Hillary Re... | EAT. THIS. HILDEBEEST. \nLet's push this OVER ... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2016/07/white-house-peti... | Hillary may have gotten her way with the FBI, ... | ... | 2016-07-07T20:00:00Z | 2016-07-09T11:11:32Z | 2016-07-07 | 2016-07-09 | 2016-07-08T01:00:00Z | 2016-07-09T16:11:32Z | 349481.0 | ClashDaily.com | News/Media Website | media |
| 13 | 440106476051475 | Freedom Daily | 440106476051475_1251684991560282 | link | Florida Sheriff’s Office Will Not Escort Miami... | Florida Sheriff’s Office Just told The NFL's M... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/florida-sheriffs-dolph... | Police unions from the Miami area are refusing... | ... | 2016-09-25T16:30:45Z | 2016-09-27T10:27:47Z | 2016-09-25 | 2016-09-27 | 2016-09-25T21:30:45Z | 2016-09-27T15:27:47Z | 910882.0 | FreedomDaily.com | Media/News/Publishing | media |
| 14 | 440106476051475 | Freedom Daily | 440106476051475_1225200414208740 | link | US Marine With No Legs Destroys Colin Kaeperni... | US Marine With No Legs Destroys Colin Kaeperni... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/us-marine-with-no-legs... | Stinson is a true hero who sacrificed everythi... | ... | 2016-08-28T11:30:00Z | 2016-08-30T09:08:20Z | 2016-08-28 | 2016-08-30 | 2016-08-28T16:30:00Z | 2016-08-30T14:08:20Z | 726536.0 | FreedomDaily.com | Media/News/Publishing | media |
| 15 | 610045389164725 | Liberal Daily | 610045389164725_748604821975447 | link | Bernie Sanders ROASTS Trump On Twitter, Trump ... | Well, that escalated quickly. \nBernie is not ... | liberalplug.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://liberalplug.com/2017/01/05/bernie-sande... | NaN | ... | 2017-01-04T21:00:00Z | 2017-01-12T08:46:16Z | 2017-01-04 | 2017-01-12 | 2017-01-05T03:00:00Z | 2017-01-12T14:46:16Z | 171811.0 | LiberalPlug.com | Media/News/Publishing | media |
| 16 | 440106476051475 | Freedom Daily | 440106476051475_1297937750268339 | link | YES! Rosie O’Donnell Confirms She’s Moving Fro... | YES! Rosie O’Donnell Confirms She’s Moving Fro... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/yes-rosie-odonnell-con... | Pack your sh*t and go! Rosie O is gonna hit th... | ... | 2016-11-12T06:30:00Z | 2016-11-12T06:30:00Z | 2016-11-12 | 2016-11-12 | 2016-11-12T12:30:00Z | 2016-11-12T12:30:00Z | 203082.0 | FreedomDaily.com | Media/News/Publishing | media |
| 17 | 440106476051475 | Freedom Daily | 440106476051475_1140607812668001 | link | Sheriff Arpaio Slaps Obama, Court Reverses Ban... | AWESOME NEWS! Sheriff Arpaio B**** Slaps Obam... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/sheriff-arpaio-slaps-o... | A federal appeals court has lifted a judge’s r... | ... | 2016-05-05T10:00:01Z | 2016-05-07T08:46:06Z | 2016-05-05 | 2016-05-07 | 2016-05-05T15:00:01Z | 2016-05-07T13:46:06Z | 306497.0 | FreedomDaily.com | Media/News/Publishing | media |
| 18 | 610045389164725 | Liberal Daily | 610045389164725_771278083041454 | link | Experts Suggest That We Start The Impeachment ... | I don’t think Richard Nixon even comes close t... | liberalplug.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://liberalplug.com/2017/02/08/experts-sugg... | NaN | ... | 2017-02-09T02:00:05Z | 2017-02-14T20:07:42Z | 2017-02-09 | 2017-02-14 | 2017-02-09T08:00:05Z | 2017-02-15T02:07:42Z | 165919.0 | LiberalPlug.com | Media/News/Publishing | media |
| 19 | 440106476051475 | Freedom Daily | 440106476051475_1230898893638892 | link | Muslims Threaten… “If Donald Trump Will Be The... | Muslims Threaten… “If Donald Trump Will Be The... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/muslims-threaten-donal... | Here's a reason to VOTE Trump! You in? | ... | 2016-09-02T23:30:00Z | 2016-09-04T20:59:07Z | 2016-09-02 | 2016-09-04 | 2016-09-03T04:30:00Z | 2016-09-05T01:59:07Z | 546081.0 | FreedomDaily.com | Media/News/Publishing | media |
| 20 | 440106476051475 | Freedom Daily | 440106476051475_1307121579349956 | link | Home Invasion Thug Stabs 75-Year-Old Man, 80-Y... | HOME INVASION: Thug Stabs 75-Year-Old Man, 80-... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/home-invasion-thug-sta... | An intruder broke into a home in Monroe, Washi... | ... | 2016-11-20T16:00:17Z | 2016-11-25T21:41:57Z | 2016-11-20 | 2016-11-25 | 2016-11-20T22:00:17Z | 2016-11-26T03:41:57Z | 203082.0 | FreedomDaily.com | Media/News/Publishing | media |
| 21 | 440106476051475 | Freedom Daily | 440106476051475_1239048326157282 | link | WOW! 156,000 Fans Give NFL The FINGER & Sing '... | WOW! 156,000 Fans Give NFL The FINGER & Sing ‘... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/156000-fans-give-nfl-f... | College football made a record last night with... | ... | 2016-09-11T09:30:46Z | 2016-09-12T23:36:55Z | 2016-09-11 | 2016-09-12 | 2016-09-11T14:30:46Z | 2016-09-13T04:36:55Z | 638065.0 | FreedomDaily.com | Media/News/Publishing | media |
| 22 | 211482380627 | Disclose.tv | 211482380627_10153207990060628 | link | Woman Sets Her Husband On FIRE For Sexually AB... | Woman Sets Her Husband On FIRE For Sexually AB... | www.disclose.tv | https://scontent.xx.fbcdn.net/t45.1600-4/c54.0... | http://www.disclose.tv/news/Woman_Sets_Her_Hus... | Vincent Phillips, age given as 52, was doused ... | ... | 2015-02-28T14:00:56Z | 2015-03-15T22:40:19Z | 2015-02-28 | 2015-03-15 | 2015-02-28T20:00:56Z | 2015-03-16T03:40:19Z | 384061.0 | Disclose.tv | Media/News/Publishing | media |
| 23 | 440106476051475 | Freedom Daily | 440106476051475_1295590357169745 | link | WATCH: Stop Blaming 'WHITE PEOPLE' For Trumps ... | WATCH: Stop Blaming 'WHITE PEOPLE' For Trumps ... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/watch-stop-blaming-whi... | She STICKS IT to the liberal whiners. | ... | 2016-11-09T19:02:37Z | 2016-11-12T12:49:54Z | 2016-11-09 | 2016-11-12 | 2016-11-10T01:02:37Z | 2016-11-12T18:49:54Z | 203082.0 | FreedomDaily.com | Media/News/Publishing | media |
| 24 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1137734596343317 | link | LMAO: Michelle’s Designer Vows To NEVER Dress ... | ICYMI - our post is currently melting the inte... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://ow.ly/KFsx306ru52 | Michelle has been touted as a ‘style icon’. We... | ... | 2016-11-23T04:20:12Z | 2016-12-05T20:42:10Z | 2016-11-23 | 2016-12-05 | 2016-11-23T10:20:12Z | 2016-12-06T02:42:10Z | 160456.0 | ClashDaily.com | News/Media Website | media |
| 25 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1144782218971888 | link | LMAO: Michelle’s Designer Vows To NEVER Dress ... | WHEW! Thank God! America ... we dodged a BULLE... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://ow.ly/JsRK306zp9x | Michelle has been touted as a ‘style icon’. We... | ... | 2016-11-28T00:20:11Z | 2016-11-29T04:35:10Z | 2016-11-28 | 2016-11-29 | 2016-11-28T06:20:11Z | 2016-11-29T10:35:10Z | 678047.0 | ClashDaily.com | News/Media Website | media |
| 26 | 440106476051475 | Freedom Daily | 440106476051475_1308261282569319 | link | Muslim Infiltrators Angry that Small Town Colo... | STAND YOUR GROUND! Muslim are IRATE that Small... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/muslim-infiltrators-an... | “Somalis’ assimilation in Colorado farm town s... | ... | 2016-11-21T19:00:00Z | 2016-11-21T19:00:00Z | 2016-11-21 | 2016-11-21 | 2016-11-22T01:00:00Z | 2016-11-22T01:00:00Z | 203082.0 | FreedomDaily.com | Media/News/Publishing | media |
| 27 | 440106476051475 | Freedom Daily | 440106476051475_1132490236813092 | link | McDonald's, Pizza Hut And KFC Refuse Muslim De... | MUSLIMS FLIP OUT! McDonald’s, Pizza Hut And KF... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/mcdonalds-pizza-hut-an... | Arshad reportedly contacted the big three to r... | ... | 2016-04-23T10:15:00Z | 2016-04-25T08:23:42Z | 2016-04-23 | 2016-04-25 | 2016-04-23T15:15:00Z | 2016-04-25T13:23:42Z | 326201.0 | FreedomDaily.com | Media/News/Publishing | media |
| 28 | 610045389164725 | Liberal Daily | 610045389164725_763795857123010 | link | Malia Obama Takes AMAZING Stand Against Trump,... | She the PERFECT role model for young women!\nW... | liberalplug.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://liberalplug.com/2017/01/27/malia-obama-... | NaN | ... | 2017-01-28T20:30:00Z | 2017-02-01T16:29:50Z | 2017-01-28 | 2017-02-01 | 2017-01-29T02:30:00Z | 2017-02-01T22:29:50Z | 171811.0 | LiberalPlug.com | Media/News/Publishing | media |
| 29 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1139785816138195 | link | LMAO: Michelle’s Designer Vows To NEVER Dress ... | WHEW! Thank God! America ... we dodged a BULLE... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2016/11/lmao-michelles-d... | Michelle has been touted as a ‘style icon’. We... | ... | 2016-11-24T18:45:01Z | 2016-11-26T06:07:45Z | 2016-11-24 | 2016-11-26 | 2016-11-25T00:45:01Z | 2016-11-26T12:07:45Z | 800737.0 | ClashDaily.com | News/Media Website | media |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 132295 | 312531385450925 | The Last Great Stand | 312531385450925_934259086611482 | link | 9 Reasons the Terrorist Attacks in Paris Could... | 9 Reasons the Terrorist Attacks in Paris Could... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/1QnzFrx | My heart goes out to anyone who lost a family ... | ... | 2015-11-16T09:33:39Z | 2015-11-16T09:33:39Z | 2015-11-16 | 2015-11-16 | 2015-11-16T15:33:39Z | 2015-11-16T15:33:39Z | 8055.0 | BeforeItsNews.com | Politician | media |
| 132296 | 312531385450925 | The Last Great Stand | 312531385450925_1022081877829202 | link | Jim Willie and Will The U.S. Collapse Due To I... | Jim Willie and Will The U.S. Collapse Due To I... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/1pDIRwF | In this interview below between Rick Wile of T... | ... | 2016-04-27T04:58:31Z | 2016-04-27T04:58:31Z | 2016-04-27 | 2016-04-27 | 2016-04-27T09:58:31Z | 2016-04-27T09:58:31Z | 22852.0 | BeforeItsNews.com | Politician | media |
| 132297 | 312531385450925 | The Last Great Stand | 312531385450925_924625567574834 | link | How Aliens Helped to Build Earth’s Ancient Pyr... | How Aliens Helped to Build Earth’s Ancient Pyr... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/1LndPjk | EVERYTHING WE HAVE BEEN TAUGHT ABOUT HUMAN ORI... | ... | 2015-10-24T06:40:17Z | 2015-10-24T06:40:17Z | 2015-10-24 | 2015-10-24 | 2015-10-24T11:40:17Z | 2015-10-24T11:40:17Z | 3727.0 | BeforeItsNews.com | Politician | media |
| 132298 | 312531385450925 | The Last Great Stand | 312531385450925_875427919161266 | link | Obama Scheming with Financial Institutions to ... | NaN | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://thelastgreatstand.tumblr.com/post/12325... | What do you get when you mix the latest versio... | ... | 2015-07-05T00:14:45Z | 2015-07-05T00:14:45Z | 2015-07-05 | 2015-07-05 | 2015-07-05T05:14:45Z | 2015-07-05T05:14:45Z | 6106.0 | BeforeItsNews.com | Politician | media |
| 132299 | 312531385450925 | The Last Great Stand | 312531385450925_942872432416814 | link | Peter Schiff and "11 Alarms Being Ignored As T... | Peter Schiff and “11 Alarms Being Ignored As T... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/1Qh2fcG | In the following video, Peter Schiff pokes fun... | ... | 2015-12-03T12:49:23Z | 2015-12-03T12:49:23Z | 2015-12-03 | 2015-12-03 | 2015-12-03T18:49:23Z | 2015-12-03T18:49:23Z | 13809.0 | BeforeItsNews.com | Politician | media |
| 132300 | 312531385450925 | The Last Great Stand | 312531385450925_911718795532178 | link | Top 10 Extremely Bizarre Phobias People Have –... | SOME OF THESE WILL MAKE YOU LAUGH (#2); SOME M... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://beforeitsnews.com/alternative/2015/09/t... | In a world where just about every actual news ... | ... | 2015-09-23T13:02:08Z | 2015-09-23T13:02:08Z | 2015-09-23 | 2015-09-23 | 2015-09-23T18:02:08Z | 2015-09-23T18:02:08Z | 3108.0 | BeforeItsNews.com | Politician | media |
| 132301 | 312531385450925 | The Last Great Stand | 312531385450925_922013361169388 | link | Thirty-one Rare and Interesting Pictures Of th... | 31 Rare and Interesting Pictures Of The World ... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://beforeitsnews.com/alternative/2015/07/3... | CHECK OUT OTHER STORIES BY THE UN-SILENT MAJOR... | ... | 2015-10-17T16:00:14Z | 2015-10-17T16:00:14Z | 2015-10-17 | 2015-10-17 | 2015-10-17T21:00:14Z | 2015-10-17T21:00:14Z | 9719.0 | BeforeItsNews.com | Politician | media |
| 132302 | 312531385450925 | The Last Great Stand | 312531385450925_911855005518557 | link | 10 Extremely Bizarre Phobias People Have – #2 ... | Top 10 Extremely Bizarre Phobias People Have –... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://beforeitsnews.com/alternative/2015/09/t... | In a world where just about every actual news ... | ... | 2015-09-23T21:00:07Z | 2015-09-23T21:00:07Z | 2015-09-23 | 2015-09-23 | 2015-09-24T02:00:07Z | 2015-09-24T02:00:07Z | 3108.0 | BeforeItsNews.com | Politician | media |
| 132303 | 312531385450925 | The Last Great Stand | 312531385450925_890496244321100 | link | Why Are The Illuminati Planning To Crash the G... | NaN | beforeitsnews.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://thelastgreatstand.tumblr.com/post/12616... | Why Are The Illuminati Planning To Crash the G... | ... | 2015-08-08T04:33:01Z | 2015-08-08T04:33:01Z | 2015-08-08 | 2015-08-08 | 2015-08-08T09:33:01Z | 2015-08-08T09:33:01Z | 4367.0 | BeforeItsNews.com | Politician | media |
| 132304 | 146612062031906 | Spokane Conservative Examiner | 146612062031906_1431105400249226 | link | WOW! State Department Spokesperson Thinks The ... | “This administration fiddles while Rome burns…... | bb4sp.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bb4sp.com/state-department-spokesperson... | Welcome to the State Department. This administ... | ... | 2016-08-05T10:30:00Z | 2016-08-05T10:30:00Z | 2016-08-05 | 2016-08-05 | 2016-08-05T15:30:00Z | 2016-08-05T15:30:00Z | 8225.0 | BB4SP.com | News/Media Website | media |
| 132305 | 146612062031906 | Spokane Conservative Examiner | 146612062031906_1362424760450624 | link | 2013 West Texas Fertilizer Blast That Killed 1... | “The ATF government agents are super fast at t... | bb4sp.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bb4sp.com/2013-west-texas-fertilizer-bl... | Officials launched a hunt Wednesday for possib... | ... | 2016-05-12T10:30:00Z | 2016-05-12T10:30:00Z | 2016-05-12 | 2016-05-12 | 2016-05-12T15:30:00Z | 2016-05-12T15:30:00Z | 9442.0 | BB4SP.com | News/Media Website | media |
| 132306 | 305986132775543 | Revive America | 305986132775543_989784887728994 | link | White House Forces LGBT Applicants on Ministri... | The White House is poised to order faith-based... | libertyalliance.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://libertyalliance.com/white-house-forces-... | Faith and Freedom with Liberty Counsel’s Mat S... | ... | 2015-06-16T12:30:04Z | 2015-06-16T22:46:46Z | 2015-06-16 | 2015-06-16 | 2015-06-16T17:30:04Z | 2015-06-17T03:46:46Z | 19307.0 | LibertyAlliance.com | Media/News/Publishing | media |
| 132307 | 312531385450925 | The Last Great Stand | 312531385450925_912281835475874 | link | Dying US Political Prisoner at 87 (Peter Schif... | Blind and Dying US Political Prisoner at 87 (P... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://buff.ly/1Mti64W | Do you want to know what a lawless tyrannical ... | ... | 2015-09-25T02:59:38Z | 2015-09-25T02:59:38Z | 2015-09-25 | 2015-09-25 | 2015-09-25T07:59:38Z | 2015-09-25T07:59:38Z | 2953.0 | BeforeItsNews.com | Politician | media |
| 132308 | 146612062031906 | Spokane Conservative Examiner | 146612062031906_1424280810931685 | link | Inmates Take Over Portion Of A Jail In Chicago... | “Officials said they are working to resolve th... | bb4sp.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bb4sp.com/cook-county-jail-inmates-chic... | Officials said they are working to resolve the... | ... | 2016-07-28T21:30:00Z | 2016-07-28T21:30:00Z | 2016-07-28 | 2016-07-28 | 2016-07-29T02:30:00Z | 2016-07-29T02:30:00Z | 12819.0 | BB4SP.com | News/Media Website | media |
| 132309 | 312531385450925 | The Last Great Stand | 312531385450925_937766779594046 | link | 5-Year-Old Genius Has Scientists Believing Tha... | 5-Year-Old Genius Has Scientists Believing Tha... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/1LrVpL2 | No doubt this kid is most impressive. I’m push... | ... | 2015-11-22T08:50:28Z | 2015-11-22T08:50:28Z | 2015-11-22 | 2015-11-22 | 2015-11-22T14:50:28Z | 2015-11-22T14:50:28Z | 14210.0 | BeforeItsNews.com | Politician | media |
| 132310 | 312531385450925 | The Last Great Stand | 312531385450925_957931900910867 | link | Police To Begin Trolling Even People's "Hidden... | Police To Begin Trolling Even People’s “Hidden... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/1R2zp1F | In the first video below, RT discusses a new b... | ... | 2016-01-02T08:49:23Z | 2016-01-02T14:25:19Z | 2016-01-02 | 2016-01-02 | 2016-01-02T14:49:23Z | 2016-01-02T20:25:19Z | 6158.0 | BeforeItsNews.com | Politician | media |
| 132311 | 312531385450925 | The Last Great Stand | 312531385450925_927025187334872 | link | Cleric Says: "Muslims Have the Right to Kill A... | “Moderate” Cleric Says: “Muslims Have the Righ... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/20eHFON | Look at that picture above. Those “peaceful Mu... | ... | 2015-10-30T04:10:22Z | 2015-10-30T04:10:22Z | 2015-10-30 | 2015-10-30 | 2015-10-30T09:10:22Z | 2015-10-30T09:10:22Z | 3239.0 | BeforeItsNews.com | Politician | media |
| 132312 | 149817218374125 | Girls Just Wanna Have Guns | 149817218374125_963106277045211 | link | 10 REASONS: Why I Could Never Be The Pope ⋆ Do... | I appreciate Pope Francis' stand for trad marr... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://ow.ly/SIWEZ | I'm glad, for many reasons, that Boehner resig... | ... | 2015-09-27T17:40:21Z | 2015-09-27T17:51:34Z | 2015-09-27 | 2015-09-27 | 2015-09-27T22:40:21Z | 2015-09-27T22:51:34Z | 11405.0 | ClashDaily.com | Cause | group |
| 132313 | 312531385450925 | The Last Great Stand | 312531385450925_931396080231116 | link | 10 Ancient Settlements That Were Abandoned for... | 10 Ancient Settlements That Were Abandoned for... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/1PvfhTx | (Image: Carlos Adampol, cc-sa-4.0) The ten anc... | ... | 2015-11-09T09:20:58Z | 2015-11-09T09:20:58Z | 2015-11-09 | 2015-11-09 | 2015-11-09T15:20:58Z | 2015-11-09T15:20:58Z | 2964.0 | BeforeItsNews.com | Politician | media |
| 132314 | 312531385450925 | The Last Great Stand | 312531385450925_945083818862342 | link | China Knocking on the Door of Global Reserve-C... | China Knocking on the Door of Global Reserve-C... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://beforeitsnews.com/politics/2015/08/chin... | FOR MORE NEWS BY VOICE OF REASON CLICK HERE! B... | ... | 2015-12-08T06:00:16Z | 2015-12-08T06:00:16Z | 2015-12-08 | 2015-12-08 | 2015-12-08T12:00:16Z | 2015-12-08T12:00:16Z | 8946.0 | BeforeItsNews.com | Politician | media |
| 132315 | 425390150874429 | Sean Brown | 425390150874429_847069882039785 | link | Teen’s Final Day Of School Becomes ‘Extreme’ N... | On her last day of school before graduation, a... | madworldnews.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://madworldnews.com/teens-final-day-school... | On her last day of school before graduation, a... | ... | 2015-05-20T17:36:54Z | 2015-05-20T17:36:54Z | 2015-05-20 | 2015-05-20 | 2015-05-20T22:36:54Z | 2015-05-20T22:36:54Z | 1515.0 | MadWorldNews.com | Journalist | figure |
| 132316 | 312531385450925 | The Last Great Stand | 312531385450925_933402920030432 | link | UFO Activists Excited About Hillary Presidency... | UFO Activists Excited About Hillary Presidency... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/1NScsMv | Illustration by Ivylise Simones; Clinton: Bria... | ... | 2015-11-14T08:36:11Z | 2015-11-14T08:36:11Z | 2015-11-14 | 2015-11-14 | 2015-11-14T14:36:11Z | 2015-11-14T14:36:11Z | 5854.0 | BeforeItsNews.com | Politician | media |
| 132317 | 751413538254047 | America is RIGHT | 751413538254047_1193759067352823 | link | Where Are Barack And Michelle, Black Lives Mat... | Where Are Barack And Michelle, Black Lives Mat... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/barack-michelle-black-... | I'm sure you've all realized by now that to li... | ... | 2016-05-31T08:38:28Z | 2016-05-31T08:38:28Z | 2016-05-31 | 2016-05-31 | 2016-05-31T13:38:28Z | 2016-05-31T13:38:28Z | 12306.0 | FreedomDaily.com | Media/News/Publishing | group |
| 132318 | 312531385450925 | The Last Great Stand | 312531385450925_922652831105441 | link | The TPP Has a Secret Clause to Limit Free Spee... | The TPP Has a Secret Clause to Limit Free Spee... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://beforeitsnews.com/politics/2015/10/the-... | As we head into what is “scheduled” to be Obam... | ... | 2015-10-19T09:00:42Z | 2015-10-19T23:28:04Z | 2015-10-19 | 2015-10-19 | 2015-10-19T14:00:42Z | 2015-10-20T04:28:04Z | 9719.0 | BeforeItsNews.com | Politician | media |
| 132319 | 146612062031906 | Spokane Conservative Examiner | 146612062031906_1474129272613505 | link | Device Explodes Along Military 5K Route, 2nd D... | Device Explodes Along Military 5K Route, 2nd D... | bb4sp.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bb4sp.com/device-explodes-along-militar... | Luckily no one was in the area when the device... | ... | 2016-09-18T02:00:15Z | 2016-09-18T02:00:15Z | 2016-09-18 | 2016-09-18 | 2016-09-18T07:00:15Z | 2016-09-18T07:00:15Z | 7819.0 | BB4SP.com | News/Media Website | media |
| 132320 | 312531385450925 | The Last Great Stand | 312531385450925_1004374316266625 | link | Dr. Jim Willie - Secret Meeting at the G20 to ... | Dr. Jim Willie – Secret Meeting at the G20 to ... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/1UUTyah | In the following video, USA Watchdog talks to ... | ... | 2016-03-28T08:36:26Z | 2016-03-28T08:36:26Z | 2016-03-28 | 2016-03-28 | 2016-03-28T13:36:26Z | 2016-03-28T13:36:26Z | 40831.0 | BeforeItsNews.com | Politician | media |
| 132321 | 425390150874429 | Sean Brown | 425390150874429_855493394530767 | link | Cameras Catch ‘CREEPY’ Thing Man Did In Walmar... | Police were recently on the lookout for a man ... | madworldnews.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://madworldnews.com/cameras-creepy-man-wal... | Police were recently on the lookout for a man ... | ... | 2015-06-06T12:37:21Z | 2015-06-06T12:59:25Z | 2015-06-06 | 2015-06-06 | 2015-06-06T17:37:21Z | 2015-06-06T17:59:25Z | 1906.0 | MadWorldNews.com | Journalist | figure |
| 132322 | 146612062031906 | Spokane Conservative Examiner | 146612062031906_1487477401278692 | link | Hillary Mocks Sanders Supporters In Leaked Fun... | “She mocks the millennials while her supporter... | bb4sp.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bb4sp.com/hillary-mocks-sanders-support... | She mocks the millennials while her supporters... | ... | 2016-10-01T12:30:01Z | 2016-10-01T12:30:01Z | 2016-10-01 | 2016-10-01 | 2016-10-01T17:30:01Z | 2016-10-01T17:30:01Z | 4655.0 | BB4SP.com | News/Media Website | media |
| 132323 | 312531385450925 | The Last Great Stand | 312531385450925_927231550647569 | link | 6 Ways To Show The World Is In Cognitive Disso... | 6 Ways To Show The World Is In Cognitive Disso... | beforeitsnews.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://beforeitsnews.com/politics/2015/10/6-wa... | Wait up, hold on, hold the phone here! Why is ... | ... | 2015-10-30T16:00:45Z | 2015-10-30T16:00:45Z | 2015-10-30 | 2015-10-30 | 2015-10-30T21:00:45Z | 2015-10-30T21:00:45Z | 2957.0 | BeforeItsNews.com | Politician | media |
| 132324 | 312531385450925 | The Last Great Stand | 312531385450925_1005211816182875 | link | Jim Willie and How the Loss of the US Dollar a... | Jim Willie and How the Loss of the US Dollar a... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/1MHUpEO | In the following video, Dr. Jim Willie is a gu... | ... | 2016-03-29T10:40:52Z | 2016-03-29T10:40:52Z | 2016-03-29 | 2016-03-29 | 2016-03-29T15:40:52Z | 2016-03-29T15:40:52Z | 40831.0 | BeforeItsNews.com | Politician | media |
132325 rows × 24 columns
all_page_average = all_post.groupby("page_name").mean()
all_page_average['count']= all_post.groupby("page_name").size()
all_page_average = all_page_average[['post_likes','post_comments','post_shares','count']]
all_page_average.reset_index(inplace=True)
all_page_average.to_excel(writer,'All_Page_Average')
fake_page_list = list(politifact_with_fake_domain.page_name.unique())
fake_page_detail = all_post[all_post.page_name.isin(fake_page_list)]
true_page_detail = all_post[~all_post.page_name.isin(fake_page_list)]
column = ['avg_like','avg_share','avg_comment']
fake_true_comparison = pd.DataFrame(columns=column)
fake_page_info = [{"avg_like":fake_page_detail.post_likes.mean(),
"avg_share":fake_page_detail.post_shares.mean(),
"avg_comment":fake_page_detail.post_comments.mean()}]
true_page_info = [{"avg_like":true_page_detail.post_likes.mean(),
"avg_share":true_page_detail.post_shares.mean(),
"avg_comment":true_page_detail.post_comments.mean()}]
fake_true_comparison = fake_true_comparison.append(fake_page_info)
fake_true_comparison = fake_true_comparison.append(true_page_info)
fake_true_comparison.index = ['Fake_Page','True_Page']
fake_true_comparison.to_excel(writer,'fake_true_page_comparison')
politician = Path('/home3/usfb/analysis/analysis-fake-news/temp/post-match-domain/politician.csv')
politicians = pd.read_csv(politician)
politician_list = list(politicians.page_name.unique())
politicians
| page_id | page_name | post_id | post_type | post_name | post_message | post_caption | post_picture | post_link | post_description | ... | post_likes | post_comments | post_shares | post_created_time_CT | post_updated_time_CT | post_created_date_CT | post_updated_date_CT | post_created_time | post_updated_time | page_talking_about_count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 69983322463 | Ted Cruz | 69983322463_10153184451317464 | link | Exclusive — Ted Cruz: My First Act As Presiden... | If I am elected president, the very first thin... | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/big-government/2015/0... | Sen. Ted Cruz (R-TX) tells Breitbart News that... | ... | 100444 | 7726 | 14060.0 | 2015-04-01T08:50:48Z | 2015-04-01T08:50:48Z | 2015-04-01 | 2015-04-01 | 2015-04-01T13:50:48Z | 2015-04-01T13:50:48Z | 48346 |
| 1 | 69983322463 | Ted Cruz | 69983322463_10153694961642464 | link | Appeals Court Stops Obama’s Executive Amnesty | A victory for the rule of law as the Fifth Cir... | www.breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/texas/2015/11/09/appe... | The Fifth Circuit Court of Appeals issued a ru... | ... | 63289 | 2770 | 12658.0 | 2015-11-09T21:10:00Z | 2015-11-11T20:23:42Z | 2015-11-09 | 2015-11-11 | 2015-11-10T03:10:00Z | 2015-11-12T02:23:42Z | 231294 |
| 2 | 69983322463 | Ted Cruz | 69983322463_10153409437797464 | link | Cruz: 'Sad' US Will Have Embassy in Havana Bef... | How sad is it that under the Obama administrat... | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/video/2015/07/01/cruz... | Ted Cruz asked "How sad is it that...the Unite... | ... | 58409 | 4403 | 15383.0 | 2015-07-02T08:27:52Z | 2015-07-03T14:31:29Z | 2015-07-02 | 2015-07-03 | 2015-07-02T13:27:52Z | 2015-07-03T19:31:29Z | 223716 |
| 3 | 69983322463 | Ted Cruz | 69983322463_10153738581777464 | link | Ted Cruz: Now, More Than Ever, Americans Must ... | The gun control push illustrates the misguided... | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/2016-presidential-rac... | Ted Cruz talks about the Democrats' attempts t... | ... | 55599 | 2474 | 17300.0 | 2015-12-04T08:04:13Z | 2015-12-06T03:26:52Z | 2015-12-04 | 2015-12-06 | 2015-12-04T14:04:13Z | 2015-12-06T09:26:52Z | 340353 |
| 4 | 50375006903 | Louie Gohmert | 50375006903_10153010227126904 | link | Today is Chris Kyle Day in Texas | Today is Chris Kyle day in Texas! | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/texas/2015/02/02/toda... | February 2nd is Chris Kyle Day, declared Texas... | ... | 51979 | 552 | 6237.0 | 2015-02-02T09:09:53Z | 2015-02-14T10:39:11Z | 2015-02-02 | 2015-02-14 | 2015-02-02T15:09:53Z | 2015-02-14T16:39:11Z | 5278 |
| 5 | 181888625087 | Greg Abbott | 181888625087_10155663633110088 | link | It’s Official: Texas Legislature Passes Open C... | Open Carry passed in both the Texas House & Se... | www.breitbart.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://www.breitbart.com/texas/2015/05/29/its-... | The Texas House and Senate have adopted the Co... | ... | 43244 | 3358 | 25075.0 | 2015-05-29T21:55:56Z | 2015-05-31T20:55:35Z | 2015-05-29 | 2015-05-31 | 2015-05-30T02:55:56Z | 2015-06-01T01:55:35Z | 101314 |
| 6 | 69983322463 | Ted Cruz | 69983322463_10153569278032464 | link | Over $500,000 Raised for Executed Texas Deputy... | What a tremendous outpouring of support for De... | breitbart.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://www.breitbart.com/texas/2015/09/07/over... | More than $500,000 has been raised for the fam... | ... | 42553 | 756 | 4755.0 | 2015-09-07T19:31:27Z | 2015-09-09T14:30:15Z | 2015-09-07 | 2015-09-09 | 2015-09-08T00:31:27Z | 2015-09-09T19:30:15Z | 359365 |
| 7 | 69983322463 | Ted Cruz | 69983322463_10153721282762464 | link | Iowa Surge: Ted Cruz, Donald Trump Statistical... | NaN | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/big-government/2015/1... | Iowa Surge: Ted Cruz, Donald Trump Statistical... | ... | 34118 | 1504 | 4545.0 | 2015-11-24T10:07:38Z | 2015-11-26T07:56:28Z | 2015-11-24 | 2015-11-26 | 2015-11-24T16:07:38Z | 2015-11-26T13:56:28Z | 378174 |
| 8 | 181888625087 | Greg Abbott | 181888625087_10156446677355088 | link | Texas Governor Calls for Article V Constitutio... | Today I announced the Texas Plan, calling for ... | Breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/texas/2016/01/08/texa... | Governor Greg Abbott calls on Texas to join ot... | ... | 30152 | 2052 | 8843.0 | 2016-01-08T19:17:53Z | 2016-01-10T17:55:29Z | 2016-01-08 | 2016-01-10 | 2016-01-09T01:17:53Z | 2016-01-10T23:55:29Z | 246936 |
| 9 | 181888625087 | Greg Abbott | 181888625087_10156217770990088 | link | Sanctuary Cities Policies Will "No Longer Be T... | Today I called for an end to sanctuary city po... | Breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/texas/2015/10/26/sanc... | The Governor said sanctuary city policies like... | ... | 26946 | 2282 | 9294.0 | 2015-10-26T11:52:30Z | 2015-10-28T09:19:14Z | 2015-10-26 | 2015-10-28 | 2015-10-26T16:52:30Z | 2015-10-28T14:19:14Z | 119664 |
| 10 | 69983322463 | Ted Cruz | 69983322463_10153669871447464 | link | Sanctuary Cities Policies Will "No Longer Be T... | #StopSanctuaryCities: https://www.tedcruz.org/... | Breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/texas/2015/10/26/sanc... | The Governor said sanctuary city policies like... | ... | 26495 | 740 | 3629.0 | 2015-10-26T15:04:16Z | 2015-10-28T10:33:47Z | 2015-10-26 | 2015-10-28 | 2015-10-26T20:04:16Z | 2015-10-28T15:33:47Z | 159688 |
| 11 | 181888625087 | Greg Abbott | 181888625087_10157796308385088 | link | Anti-Sanctuary City Bill Filed by Texas State ... | I strongly support this and expect to sign it ... | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/texas/2016/11/16/anti... | NaN | ... | 25016 | 1048 | 4137.0 | 2016-11-17T18:15:00Z | 2016-11-19T17:35:59Z | 2016-11-17 | 2016-11-19 | 2016-11-18T00:15:00Z | 2016-11-19T23:35:59Z | 186640 |
| 12 | 69983322463 | Ted Cruz | 69983322463_10153472951167464 | link | Sens. Paul and Cruz Go After Hillary on Planne... | Today is a time for action. Today the U.S. Dep... | breitbart.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://www.breitbart.com/big-government/2015/0... | The Capitol Hill rally was one 65 organized by... | ... | 24800 | 956 | 3538.0 | 2015-07-29T07:50:51Z | 2015-07-31T07:33:14Z | 2015-07-29 | 2015-07-31 | 2015-07-29T12:50:51Z | 2015-07-31T12:33:14Z | 228587 |
| 13 | 181888625087 | Greg Abbott | 181888625087_10157634238195088 | link | Two Suspected ISIS Recruits Traveling to Mexic... | Proud of Texas DPS working with FBI to arrest ... | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/big-government/2016/1... | Two Wisconsin men have been arrested in San An... | ... | 22552 | 1011 | 6521.0 | 2016-10-17T12:27:45Z | 2016-10-19T09:29:43Z | 2016-10-17 | 2016-10-19 | 2016-10-17T17:27:45Z | 2016-10-19T14:29:43Z | 112851 |
| 14 | 69983322463 | Ted Cruz | 69983322463_10153543492007464 | link | Ted Cruz Vows To Defund Planned Parenthood, Pr... | I intend to lead the fight to #DefundPlannedPa... | breitbart.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://www.breitbart.com/big-government/2015/0... | Cruz told pastors when it comes to the funding... | ... | 21891 | 762 | 2337.0 | 2015-08-27T17:08:38Z | 2015-08-29T12:08:25Z | 2015-08-27 | 2015-08-29 | 2015-08-27T22:08:38Z | 2015-08-29T17:08:25Z | 221891 |
| 15 | 173347701125 | Governor Jan Brewer | 173347701125_10153888797811126 | link | START PACKING: 23 Celebrities Who Promised to ... | NaN | conservativetribune.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://po.st/4vkATP | And good riddance! | ... | 20776 | 3853 | 4687.0 | 2016-11-09T14:00:00Z | 2016-11-11T01:46:34Z | 2016-11-09 | 2016-11-11 | 2016-11-09T20:00:00Z | 2016-11-11T07:46:34Z | 324848 |
| 16 | 69983322463 | Ted Cruz | 69983322463_10153658346077464 | link | Ted Cruz Urges States To Follow Texas’ Lead in... | I encourage every state to follow Texas’ lead ... | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/big-government/2015/1... | Ted Cruz praised his home state of Texas for e... | ... | 20353 | 387 | 2631.0 | 2015-10-19T19:05:34Z | 2015-10-21T14:17:27Z | 2015-10-19 | 2015-10-21 | 2015-10-20T00:05:34Z | 2015-10-21T19:17:27Z | 230791 |
| 17 | 181888625087 | Greg Abbott | 181888625087_10156283879010088 | link | EXCLUSIVE -- REPORT: 8 Syrians Caught at Texas... | THIS is why Texas is vigilant about Syrian ref... | www.breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/big-government/2015/1... | Two federal agents operating under the umbrell... | ... | 20157 | 1461 | 16065.0 | 2015-11-18T20:36:16Z | 2015-11-20T16:41:12Z | 2015-11-18 | 2015-11-20 | 2015-11-19T02:36:16Z | 2015-11-20T22:41:12Z | 304636 |
| 18 | 181888625087 | Greg Abbott | 181888625087_10156244208205088 | link | Texas Governor Strips State Grant Funding From... | As Governor, I will NOT allow Sheriffs of “san... | Breitbart.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://www.breitbart.com/texas/2015/11/04/texa... | Texas Governor Greg Abbott announced a new pla... | ... | 19778 | 1283 | 3400.0 | 2015-11-04T13:59:10Z | 2015-11-06T09:45:28Z | 2015-11-04 | 2015-11-06 | 2015-11-04T19:59:10Z | 2015-11-06T15:45:28Z | 182990 |
| 19 | 69983322463 | Ted Cruz | 69983322463_10153342313917464 | link | Sen. Ted Cruz: Next President Should Immediate... | The next president should immediately reimpose... | breitbart.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://www.breitbart.com/video/2015/05/31/sen-... | Sen. Ted Cruz: Next President Should Immediate... | ... | 18102 | 755 | 2138.0 | 2015-06-01T11:49:11Z | 2015-06-03T10:32:30Z | 2015-06-01 | 2015-06-03 | 2015-06-01T16:49:11Z | 2015-06-03T15:32:30Z | 113036 |
| 20 | 69983322463 | Ted Cruz | 69983322463_10153463938587464 | link | Ted Cruz Hits McConnell Again On Rush’s Radio ... | The #ExImBank is a classic example of cronyism... | www.breitbart.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://www.breitbart.com/big-government/2015/0... | Cruz has raised more hard money—$14.3 million—... | ... | 17686 | 896 | 2567.0 | 2015-07-25T12:55:41Z | 2015-07-27T11:10:23Z | 2015-07-25 | 2015-07-27 | 2015-07-25T17:55:41Z | 2015-07-27T16:10:23Z | 222587 |
| 21 | 173347701125 | Governor Jan Brewer | 173347701125_10153891930676126 | link | Trump Thrilled as Happy Firefighters Stage Mas... | Everyday Americans are thrilled that Donald J.... | conservativetribune.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://po.st/bK3V08 | These firefighters let their feelings about th... | ... | 17406 | 279 | 1935.0 | 2016-11-10T17:30:00Z | 2016-11-12T06:48:05Z | 2016-11-10 | 2016-11-12 | 2016-11-10T23:30:00Z | 2016-11-12T12:48:05Z | 352896 |
| 22 | 69983322463 | Ted Cruz | 69983322463_10153785092067464 | link | Exclusive–Bozell: It’s Time To Rally Around Te... | NaN | www.breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/big-government/2015/1... | It is time for conservatives to rally around T... | ... | 15859 | 597 | 2270.0 | 2015-12-26T15:58:45Z | 2015-12-28T11:37:44Z | 2015-12-26 | 2015-12-28 | 2015-12-26T21:58:45Z | 2015-12-28T17:37:44Z | 311803 |
| 23 | 54172246106 | Rand Paul | 54172246106_10153568055411107 | link | Poll: Rand Paul Won Undercard Debate...Because... | "US News asked readers who they thought won th... | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/big-journalism/2016/0... | Poll: Rand Paul Won Undercard Debate...Because... | ... | 15836 | 461 | 2763.0 | 2016-01-15T08:51:34Z | 2016-01-17T02:11:37Z | 2016-01-15 | 2016-01-17 | 2016-01-15T14:51:34Z | 2016-01-17T08:11:37Z | 253925 |
| 24 | 181888625087 | Greg Abbott | 181888625087_10155315710495088 | link | Texas Leaders Seek Investigation into Obama Ad... | I commend General Paxton for continuing to hol... | Brietbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/texas/2015/03/05/texa... | Texas Attorney General Ken Paxton filed a moti... | ... | 15469 | 909 | 2680.0 | 2015-03-05T20:02:34Z | 2015-03-05T20:02:34Z | 2015-03-05 | 2015-03-05 | 2015-03-06T02:02:34Z | 2015-03-06T02:02:34Z | 145576 |
| 25 | 69983322463 | Ted Cruz | 69983322463_10153664263387464 | link | Ted Cruz Continues Push for Kate’s Law - Breit... | This ought to be a clear choice: With whom do ... | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/big-government/2015/1... | Sen. Ted Cruz (R-TX) has reintroduced legislat... | ... | 14844 | 349 | 3886.0 | 2015-10-23T09:38:54Z | 2015-10-24T22:28:59Z | 2015-10-23 | 2015-10-24 | 2015-10-23T14:38:54Z | 2015-10-25T03:28:59Z | 187490 |
| 26 | 54172246106 | Rand Paul | 54172246106_10152855748096107 | link | Rand Paul: Federal Government Has Become ‘Enor... | NaN | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/big-government/2015/0... | Sen. Rand Paul (R-KY), a likely 2016 Republica... | ... | 14619 | 665 | 2802.0 | 2015-02-21T08:27:57Z | 2015-03-02T11:01:11Z | 2015-02-21 | 2015-03-02 | 2015-02-21T14:27:57Z | 2015-03-02T17:01:11Z | 12512 |
| 27 | 54172246106 | Rand Paul | 54172246106_10152822430811107 | link | "Oh, She’s Going Down": Rand Paul Comes Out S... | If you thought Eric Holder was bad... | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/big-government/2015/0... | Sen. Rand Paul will vote against Loretta Lynch... | ... | 14561 | 665 | 1341.0 | 2015-02-05T16:37:34Z | 2015-02-21T13:49:40Z | 2015-02-05 | 2015-02-21 | 2015-02-05T22:37:34Z | 2015-02-21T19:49:40Z | 12512 |
| 28 | 173347701125 | Governor Jan Brewer | 173347701125_10153906090291126 | link | Trump Makes Incredible Move to Help Cops Holdi... | Donald J. Trump just made an incredible move t... | conservativetribune.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://po.st/ONDn7J | The mainstream media won't cover this. | ... | 14197 | 427 | 4326.0 | 2016-11-15T13:00:00Z | 2016-11-17T00:51:56Z | 2016-11-15 | 2016-11-17 | 2016-11-15T19:00:00Z | 2016-11-17T06:51:56Z | 233001 |
| 29 | 181888625087 | Greg Abbott | 181888625087_10156359872620088 | link | Texas DPS Gets Tip Line to Track Possible Terr... | The Texas Department of Public Safety now has ... | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/1S9oEro | The Texas Department of Public Safety (DPS) ha... | ... | 14186 | 524 | 5696.0 | 2015-12-14T20:32:24Z | 2015-12-16T14:42:46Z | 2015-12-14 | 2015-12-16 | 2015-12-15T02:32:24Z | 2015-12-16T20:42:46Z | 695877 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 1829 | 995742947182709 | Richard Longstreth | 995742947182709_1011183865638617 | link | Result of Third-Party Lawsuit Could Decide Out... | "Voter suppression is not about a 98-year-old ... | www.breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/big-government/2016/0... | A lawsuit filed on September 26, 2015 in Washi... | ... | 1 | 3 | 1.0 | 2016-03-09T18:01:28Z | 2016-03-10T20:01:06Z | 2016-03-09 | 2016-03-10 | 2016-03-10T00:01:28Z | 2016-03-11T02:01:06Z | 10 |
| 1830 | 1432000123682039 | Al Hardwick for Congress in Michigan's 5th Dis... | 1432000123682039_1802466196635428 | link | Resettlement Agencies: Increase Middle East-So... | This is what this district will be getting und... | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/big-government/2016/0... | Breitbart News has obtained the FY 2017 refuge... | ... | 1 | 1 | 1.0 | 2016-10-18T17:35:31Z | 2016-10-19T12:56:05Z | 2016-10-18 | 2016-10-19 | 2016-10-18T22:35:31Z | 2016-10-19T17:56:05Z | 10 |
| 1831 | 736011366418469 | Ed Rankin for Congress | 736011366418469_975611735791763 | link | Half of Officers Killed by People Barred from ... | NaN | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/big-government/2015/0... | FBI stats show that 26 police officers were sh... | ... | 0 | 0 | NaN | 2015-05-14T21:10:42Z | 2015-05-14T21:10:42Z | 2015-05-14 | 2015-05-14 | 2015-05-15T02:10:42Z | 2015-05-15T02:10:42Z | 5 |
| 1832 | 250961715499 | Paul Chabot for Strong America | 250961715499_10156687897360500 | link | Dem Rep Pushing Background Checks That Already... | LIKE NOW if you agree we need leaders who are ... | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/big-government/2016/0... | Rep. Mike Thompson (D-CA) is renewing his effo... | ... | 0 | 0 | 0.0 | 2016-03-21T10:34:28Z | 2016-03-21T10:34:28Z | 2016-03-21 | 2016-03-21 | 2016-03-21T15:34:28Z | 2016-03-21T15:34:28Z | 109 |
| 1833 | 735648623225176 | Dan Hogan for Congress | 735648623225176_929392223850814 | link | Awesome Sh*t My Drill Sergeant Said | John McCain, as a Veteran and legitimate forme... | NaN | https://external.xx.fbcdn.net/safe_image.php?d... | http://americanmilitarynews.com/2016/08/bergda... | This traitor has some goddamn nerve!\n\nLock h... | ... | 0 | 0 | NaN | 2016-08-04T16:42:32Z | 2016-08-04T16:42:32Z | 2016-08-04 | 2016-08-04 | 2016-08-04T21:42:32Z | 2016-08-04T21:42:32Z | 1 |
| 1834 | 522549864510526 | Andy Whallon for Congress | 522549864510526_744684428963734 | link | GOP Senator Thad Cochran Joins Democrats to Ra... | Another disappointment from the Republican lea... | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/big-government/2015/0... | Several Republican senators—including many who... | ... | 0 | 0 | 0.0 | 2015-04-15T15:27:13Z | 2015-04-15T15:27:13Z | 2015-04-15 | 2015-04-15 | 2015-04-15T20:27:13Z | 2015-04-15T20:27:13Z | 0 |
| 1835 | 245385145524887 | John Fleming | 245385145524887_1018216694908391 | link | Bernie Sanders Forced Off Seattle Stage By Bla... | Socialist Presidential candidate, Bernie Sande... | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/2016-presidential-rac... | At a Saturday afternoon rally in Seattle, Wash... | ... | 0 | 0 | NaN | 2015-08-08T21:41:04Z | 2015-08-08T21:41:04Z | 2015-08-08 | 2015-08-08 | 2015-08-09T02:41:04Z | 2015-08-09T02:41:04Z | 11 |
| 1836 | 245385145524887 | John Fleming | 245385145524887_1110778792318847 | link | Intel Community Foresees Worst Year Ever for J... | Terror activity predicted by intel to only inc... | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/national-security/201... | The latest annual Worldwide Threat Assessment ... | ... | 0 | 1 | 1.0 | 2016-02-10T21:43:56Z | 2016-02-10T21:43:56Z | 2016-02-10 | 2016-02-10 | 2016-02-11T03:43:56Z | 2016-02-11T03:43:56Z | 11 |
| 1837 | 736011366418469 | Ed Rankin for Congress | 736011366418469_1064306066922329 | link | Debate Moderators May Try to Sabotage Candidat... | NaN | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/big-government/2015/1... | The debate moderators will promote the free tr... | ... | 0 | 0 | NaN | 2015-11-10T08:51:40Z | 2015-11-10T08:51:40Z | 2015-11-10 | 2015-11-10 | 2015-11-10T14:51:40Z | 2015-11-10T14:51:40Z | 5 |
| 1838 | 811062018922374 | Roy Welborn for US Congress Missouri District 5 | 811062018922374_1010852418943332 | link | Texas Woman Shoots, Kills Home-Invading Sex Of... | NaN | breitbart.com | https://scontent.xx.fbcdn.net/v/t1.0-0/c48.0.1... | http://tinyurl.com/o4jhmq6 | A Texas woman home alone shot and killed a sex... | ... | 0 | 0 | 0.0 | 2015-02-11T20:48:30Z | 2015-02-11T20:48:30Z | 2015-02-11 | 2015-02-11 | 2015-02-12T02:48:30Z | 2015-02-12T02:48:30Z | 1 |
| 1839 | 811062018922374 | Roy Welborn for US Congress Missouri District 5 | 811062018922374_1324160714279166 | link | DEAR CNN: The Orlando Terrorist Was A Muslim, ... | NaN | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2016/06/dear-cnn-orlando... | Progressive heads explode in 3...2...1... | ... | 0 | 0 | 0.0 | 2016-06-12T13:06:24Z | 2016-06-12T13:06:24Z | 2016-06-12 | 2016-06-12 | 2016-06-12T18:06:24Z | 2016-06-12T18:06:24Z | 1 |
| 1840 | 811062018922374 | Roy Welborn for US Congress Missouri District 5 | 811062018922374_1337675276261043 | link | Guns And Lace | Good guys stopping bad guys isn't news.. Not L... | NaN | https://scontent.xx.fbcdn.net/v/t45.1600-4/c59... | http://conservativetribune.com/another-mass-sh... | A good guy with a gun stops a potential "mass ... | ... | 0 | 0 | 0.0 | 2016-06-30T12:02:30Z | 2016-06-30T12:02:30Z | 2016-06-30 | 2016-06-30 | 2016-06-30T17:02:30Z | 2016-06-30T17:02:30Z | 1 |
| 1841 | 1263725620325913 | Bill Abatecola, R Candidate for US Congress CD3 | 1263725620325913_1290883637610111 | link | Faith Matters: POTUS #45 Donald J Trump | #goingdown_Hill #Stein4Trump | NaN | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.usapoliticstoday.com/breaking-jill-... | #goingdown_Hill #Stein4Trump | ... | 0 | 0 | NaN | 2016-10-12T23:11:47Z | 2016-10-12T23:11:47Z | 2016-10-12 | 2016-10-12 | 2016-10-13T04:11:47Z | 2016-10-13T04:11:47Z | 0 |
| 1842 | 237760959647650 | Robert Pittenger | 237760959647650_1093483067408764 | link | Expert: Latin American Cartels Paying ‘Hezboll... | Hezbollah is involved in extortion in every fo... | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?w... | http://www.breitbart.com/national-security/201... | Latin American transnational criminal organiza... | ... | 0 | 0 | 1.0 | 2016-09-08T12:00:47Z | 2016-09-08T12:00:47Z | 2016-09-08 | 2016-09-08 | 2016-09-08T17:00:47Z | 2016-09-08T17:00:47Z | 19 |
| 1843 | 587534794675887 | Mike Kolls for Congress | 587534794675887_1082336641862364 | link | Top Scientist Resigns Admitting Global Warming... | It looks like the science is NOW settled. \nht... | yournewswire.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://yournewswire.com/top-scientist-resigns-... | Top US scientist Hal Lewis resigned from his p... | ... | 0 | 0 | NaN | 2016-08-19T15:33:05Z | 2016-08-19T15:33:05Z | 2016-08-19 | 2016-08-19 | 2016-08-19T20:33:05Z | 2016-08-19T20:33:05Z | 2 |
| 1844 | 626152827458075 | Cat Ping For Congress | 626152827458075_1166916896714996 | link | Martyred Priest’s Last Words to Jihadists: ‘Be... | Gotta say, can't argue with that. Rest in pea... | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/2azDDys | Just before having his throat slit by two Isla... | ... | 0 | 0 | NaN | 2016-08-04T12:21:52Z | 2016-08-04T12:21:52Z | 2016-08-04 | 2016-08-04 | 2016-08-04T17:21:52Z | 2016-08-04T17:21:52Z | 24 |
| 1845 | 736011366418469 | Ed Rankin for Congress | 736011366418469_1176536675699267 | link | Liberal Hipster Flees Socialist Cali For Capit... | NaN | prntly.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://prntly.com/2016/05/11/liberal-hipster-f... | AUSTIN, TEXAS- Getting into Austin in his Priu... | ... | 0 | 0 | 1.0 | 2016-05-15T12:04:43Z | 2016-05-15T12:04:43Z | 2016-05-15 | 2016-05-15 | 2016-05-15T17:04:43Z | 2016-05-15T17:04:43Z | 5 |
| 1846 | 811062018922374 | Roy Welborn for US Congress Missouri District 5 | 811062018922374_1129772490384657 | link | Boston's Gun Buyback Program Has Taken in One ... | NaN | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/big-government/2015/0... | The failed effort comes as gun crime soars in ... | ... | 0 | 0 | NaN | 2015-08-24T16:35:13Z | 2015-08-24T16:35:13Z | 2015-08-24 | 2015-08-24 | 2015-08-24T21:35:13Z | 2015-08-24T21:35:13Z | 0 |
| 1847 | 811062018922374 | Roy Welborn for US Congress Missouri District 5 | 811062018922374_1354790071216230 | link | Black Lives Matter Organizer Demands Reparatio... | Are you serious? | endingthefed.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://endingthefed.com/black-lives-matter-org... | Black Lives Matter has been criticized since i... | ... | 0 | 0 | NaN | 2016-07-22T12:15:14Z | 2016-07-22T12:15:14Z | 2016-07-22 | 2016-07-22 | 2016-07-22T17:15:14Z | 2016-07-22T17:15:14Z | 0 |
| 1848 | 1559348721058778 | Steve Isaacson for Congress 2018 | 1559348721058778_1562236717436645 | link | Federal Prosecutor: Obama, Congress Guilty of ... | http://beforeitsnews.com/politics/2015/09/obam... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://beforeitsnews.com/politics/2015/09/obam... | In a interview with Frank Gaffney, Former Fede... | ... | 0 | 0 | NaN | 2016-03-11T07:15:03Z | 2016-03-11T07:15:03Z | 2016-03-11 | 2016-03-11 | 2016-03-11T13:15:03Z | 2016-03-11T13:15:03Z | 21 |
| 1849 | 736011366418469 | Ed Rankin for Congress | 736011366418469_1084548774898058 | link | Paul Ryan's Omnibus Budget Surrenders to EPA R... | NaN | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/big-government/2015/1... | Speaker Paul Ryan continues predecessor John B... | ... | 0 | 0 | 3.0 | 2015-12-22T05:47:54Z | 2015-12-22T05:47:54Z | 2015-12-22 | 2015-12-22 | 2015-12-22T11:47:54Z | 2015-12-22T11:47:54Z | 5 |
| 1850 | 811062018922374 | Roy Welborn for US Congress Missouri District 5 | 811062018922374_1003388923023015 | link | BREAKING: Here's the "Time Bomb" Obama Has Set... | NaN | conservativetribune.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://conservativetribune.com/obama-time-bomb-1/ | This is infuriating! | ... | 0 | 0 | 0.0 | 2015-01-31T04:51:49Z | 2015-01-31T04:51:49Z | 2015-01-31 | 2015-01-31 | 2015-01-31T10:51:49Z | 2015-01-31T10:51:49Z | 1 |
| 1851 | 811062018922374 | Roy Welborn for US Congress Missouri District 5 | 811062018922374_1018200884875152 | link | Rand Paul: Federal Government Has Become ‘Enor... | NaN | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/big-government/2015/0... | Sen. Rand Paul (R-KY), a likely 2016 Republica... | ... | 0 | 0 | 0.0 | 2015-02-21T11:17:09Z | 2015-02-21T11:17:09Z | 2015-02-21 | 2015-02-21 | 2015-02-21T17:17:09Z | 2015-02-21T17:17:09Z | 1 |
| 1852 | 811062018922374 | Roy Welborn for US Congress Missouri District 5 | 811062018922374_1032368890125018 | link | Texas Senators Ignore Moms Demand Action, Pass... | NaN | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/big-government/2015/0... | TX is ignoring Moms Demand Action for Gun Sens... | ... | 0 | 0 | 0.0 | 2015-03-14T15:39:57Z | 2015-03-14T15:39:57Z | 2015-03-14 | 2015-03-14 | 2015-03-14T20:39:57Z | 2015-03-14T20:39:57Z | 1 |
| 1853 | 811062018922374 | Roy Welborn for US Congress Missouri District 5 | 811062018922374_1352831941412043 | link | NFL Superstar Just DESTROYED "Black Lives Matt... | This is very well said | m.facebook.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://endingthefed.com/nfl-superstar-just-des... | Seattle Seahawks cornerback Richard Sherman is... | ... | 0 | 0 | 0.0 | 2016-07-19T20:49:16Z | 2016-07-19T20:49:16Z | 2016-07-19 | 2016-07-19 | 2016-07-20T01:49:16Z | 2016-07-20T01:49:16Z | 1 |
| 1854 | 587534794675887 | Mike Kolls for Congress | 587534794675887_1124324970996864 | link | Texas Store Employee Uses AK-47 to Stop 4 Arme... | To defend Life and Property\nhttp://www.breitb... | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/texas/2016/10/04/texa... | An employee of a jewelry store in Conroe, Texa... | ... | 0 | 0 | NaN | 2016-10-05T11:54:27Z | 2016-10-05T12:04:49Z | 2016-10-05 | 2016-10-05 | 2016-10-05T16:54:27Z | 2016-10-05T17:04:49Z | 2 |
| 1855 | 626152827458075 | Cat Ping For Congress | 626152827458075_1153403161399703 | link | Globalist Obama: Terrorists, Racist Cops Are '... | If you want to be baffled by B.S., then this a... | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/2a03Btj | Globalist Obama: Terrorists, Racist Cops Are '... | ... | 0 | 0 | 1.0 | 2016-07-17T06:54:14Z | 2016-07-17T06:54:14Z | 2016-07-17 | 2016-07-17 | 2016-07-17T11:54:14Z | 2016-07-17T11:54:14Z | 24 |
| 1856 | 811062018922374 | Roy Welborn for US Congress Missouri District 5 | 811062018922374_1343574905671080 | link | China Plays Hardball… Forces Muslims To Abando... | This is very interesting from china\n\nhttp://... | bb4sp.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bb4sp.com/china-plays-hardball-forces-m... | If Muslims think they have it rough in the Uni... | ... | 0 | 0 | NaN | 2016-07-08T09:01:37Z | 2016-07-08T09:01:37Z | 2016-07-08 | 2016-07-08 | 2016-07-08T14:01:37Z | 2016-07-08T14:01:37Z | 0 |
| 1857 | 1111889342200863 | Robert N Marquette for US Senate | 1111889342200863_1129937590396038 | link | GRAPHIC: France ‘Suppressed News’ Of Gruesome ... | NaN | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/29LDcQG | The French government has been accused of cove... | ... | 0 | 0 | NaN | 2016-07-16T18:16:28Z | 2016-07-16T18:16:28Z | 2016-07-16 | 2016-07-16 | 2016-07-16T23:16:28Z | 2016-07-16T23:16:28Z | 1 |
| 1858 | 1735878146645132 | Matt Orlando for U.S. Congress 2018 | 1735878146645132_1759617757604504 | link | Gary Johnson | NaN | NaN | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/tech/2016/03/23/exclu... | Setting aside the question of Apple's security... | ... | 0 | 0 | NaN | 2016-03-29T13:16:33Z | 2016-03-29T13:16:33Z | 2016-03-29 | 2016-03-29 | 2016-03-29T18:16:33Z | 2016-03-29T18:16:33Z | 1 |
1859 rows × 21 columns
politician_post_from_all = all_post[all_post.page_name.isin(politician_list)]
politician_post_from_all
| page_id | page_name | post_id | post_type | post_name | post_message | post_caption | post_picture | post_link | post_description | ... | post_likes | post_comments | post_shares | post_created_time_CT | post_updated_time_CT | post_created_date_CT | post_updated_date_CT | post_created_time | post_updated_time | page_talking_about_count | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3502 | 5.417225e+10 | Rand Paul | 54172246106_10153964938326107 | status | NaN | Today the FBI announced Hillary Clinton violat... | NaN | NaN | NaN | NaN | ... | 221159.0 | 22754.0 | 285298.0 | 2016-07-05T12:54:36Z | 2016-07-07T10:44:09Z | 2016-07-05 | 2016-07-07 | 2016-07-05T17:54:36Z | 2016-07-07T15:44:09Z | 895898.0 |
| 3628 | 1.733477e+11 | Governor Jan Brewer | 173347701125_10152550765231126 | photo | Timeline Photos | Yesterday, Retired Lt. Cmdr. Joe Langdell, the... | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/GovJanBrewer/photos/a... | NaN | ... | 217229.0 | 19226.0 | 119056.0 | 2015-02-05T21:52:27Z | 2017-05-08T14:09:57Z | 2015-02-05 | 2017-05-08 | 2015-02-06T03:52:27Z | 2017-05-08T19:09:57Z | 58598.0 |
| 6248 | 6.998332e+10 | Ted Cruz | 69983322463_10154618977607464 | status | NaN | I congratulate President-elect Trump on an ama... | NaN | NaN | NaN | NaN | ... | 164870.0 | 7568.0 | 25267.0 | 2016-11-09T02:07:40Z | 2017-02-26T22:38:45Z | 2016-11-09 | 2017-02-26 | 2016-11-09T08:07:40Z | 2017-02-27T04:38:45Z | 110117.0 |
| 7400 | 6.998332e+10 | Ted Cruz | 69983322463_10154486612677464 | status | NaN | Tonight, a clear contrast was drawn between th... | NaN | NaN | NaN | NaN | ... | 149428.0 | 12290.0 | 112653.0 | 2016-09-26T22:15:05Z | 2017-05-25T17:08:48Z | 2016-09-26 | 2017-05-25 | 2016-09-27T03:15:05Z | 2017-05-25T22:08:48Z | 91122.0 |
| 12571 | 5.417225e+10 | Rand Paul | 54172246106_10152790068896107 | status | NaN | Mr. President, you can't wave a magic wand and... | NaN | NaN | NaN | NaN | ... | 108413.0 | 4238.0 | 14984.0 | 2015-01-20T20:37:14Z | 2015-02-21T17:53:10Z | 2015-01-20 | 2015-02-21 | 2015-01-21T02:37:14Z | 2015-02-21T23:53:10Z | 8395.0 |
| 13436 | 6.998332e+10 | Ted Cruz | 69983322463_10154476728267464 | status | NaN | This election is unlike any other in our natio... | NaN | NaN | NaN | NaN | ... | 104053.0 | 25471.0 | 94066.0 | 2016-09-23T14:24:36Z | 2017-05-25T00:25:31Z | 2016-09-23 | 2017-05-25 | 2016-09-23T19:24:36Z | 2017-05-25T05:25:31Z | 91122.0 |
| 14123 | 6.998332e+10 | Ted Cruz | 69983322463_10153049124657464 | photo | Timeline Photos | Texas Governor Greg Abbott has declared Februa... | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/p130x13... | https://www.facebook.com/tedcruzpage/photos/a.... | NaN | ... | 100644.0 | 1430.0 | 61936.0 | 2015-02-02T07:38:36Z | 2017-02-05T03:40:24Z | 2015-02-02 | 2017-02-05 | 2015-02-02T13:38:36Z | 2017-02-05T09:40:24Z | 53911.0 |
| 14165 | 6.998332e+10 | Ted Cruz | 69983322463_10153184451317464 | link | Exclusive — Ted Cruz: My First Act As Presiden... | If I am elected president, the very first thin... | breitbart.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.breitbart.com/big-government/2015/0... | Sen. Ted Cruz (R-TX) tells Breitbart News that... | ... | 100460.0 | 7730.0 | 14062.0 | 2015-04-01T08:50:48Z | 2015-04-01T08:50:48Z | 2015-04-01 | 2015-04-01 | 2015-04-01T13:50:48Z | 2015-04-01T13:50:48Z | 53911.0 |
| 15359 | 6.998332e+10 | Ted Cruz | 69983322463_10153710087627464 | link | Feisty Cruz to Obama: 'Insult Me to My Face,' ... | Mr. President, let’s have a debate on Syrian r... | nbcnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.nbcnews.com/video/feisty-cruz-to-ob... | 2016 Republican presidential candidate Ted Cru... | ... | 95591.0 | 7634.0 | 25077.0 | 2015-11-18T10:47:24Z | 2015-11-20T10:35:10Z | 2015-11-18 | 2015-11-20 | 2015-11-18T16:47:24Z | 2015-11-20T16:35:10Z | 388593.0 |
| 15604 | 5.417225e+10 | Rand Paul | 54172246106_10154306179871107 | photo | Timeline Photos | Thank you all for your support. I'm honored to... | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/p130x13... | https://www.facebook.com/RandPaul/photos/a.405... | NaN | ... | 94547.0 | 5766.0 | 9807.0 | 2016-11-08T18:12:08Z | 2016-11-08T18:12:08Z | 2016-11-08 | 2016-11-08 | 2016-11-09T00:12:08Z | 2016-11-09T00:12:08Z | 154035.0 |
| 16123 | 1.733477e+11 | Governor Jan Brewer | 173347701125_10153543021231126 | photo | Timeline Photos | This morning the United States Supreme Court r... | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/GovJanBrewer/photos/a... | NaN | ... | 92551.0 | 6477.0 | 53726.0 | 2016-06-23T10:14:22Z | 2017-02-14T11:16:43Z | 2016-06-23 | 2017-02-14 | 2016-06-23T15:14:22Z | 2017-02-14T17:16:43Z | 57518.0 |
| 16324 | 6.998332e+10 | Ted Cruz | 69983322463_10153725637517464 | photo | Photos from Ted Cruz's post | Thankful for time with the family this Thanksg... | NaN | https://scontent.xx.fbcdn.net/hphotos-xat1/v/t... | https://www.facebook.com/tedcruzpage/photos/a.... | NaN | ... | 91787.0 | 2332.0 | 4579.0 | 2015-11-26T17:40:09Z | 2015-11-28T04:18:12Z | 2015-11-26 | 2015-11-28 | 2015-11-26T23:40:09Z | 2015-11-28T10:18:12Z | 231800.0 |
| 16514 | 6.998332e+10 | Ted Cruz | 69983322463_10153633017117464 | photo | Timeline Photos | As Texas Solicitor General, I had the great ho... | NaN | https://scontent.xx.fbcdn.net/hphotos-xla1/v/t... | https://www.facebook.com/tedcruzpage/photos/a.... | NaN | ... | 91125.0 | 6584.0 | 24895.0 | 2015-10-06T09:34:36Z | 2015-10-08T07:38:00Z | 2015-10-06 | 2015-10-08 | 2015-10-06T14:34:36Z | 2015-10-08T12:38:00Z | 238393.0 |
| 16999 | 1.733477e+11 | Governor Jan Brewer | 173347701125_10152778930981126 | photo | Timeline Photos | Great news earlier today when a federal court ... | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/GovJanBrewer/photos/a... | NaN | ... | 89442.0 | 2606.0 | 10601.0 | 2015-05-26T20:06:00Z | 2016-02-11T01:27:04Z | 2015-05-26 | 2016-02-11 | 2015-05-27T01:06:00Z | 2016-02-11T07:27:04Z | 57551.0 |
| 18957 | 6.998332e+10 | Ted Cruz | 69983322463_10153928288217464 | photo | Timeline Photos | Thank you Texas! #ChooseCruz | NaN | https://scontent.xx.fbcdn.net/hphotos-xtf1/v/t... | https://www.facebook.com/tedcruzpage/photos/a.... | NaN | ... | 83474.0 | 6172.0 | 15040.0 | 2016-03-01T20:03:09Z | 2016-03-03T19:09:15Z | 2016-03-01 | 2016-03-03 | 2016-03-02T02:03:09Z | 2016-03-04T01:09:15Z | 394971.0 |
| 20284 | 1.733477e+11 | Governor Jan Brewer | 173347701125_10152491917216126 | photo | Timeline Photos | It's truly been an honor serving as Arizona's ... | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/GovJanBrewer/photos/a... | NaN | ... | 79941.0 | 11163.0 | 2800.0 | 2015-01-02T22:57:39Z | 2015-12-15T12:36:21Z | 2015-01-02 | 2015-12-15 | 2015-01-03T04:57:39Z | 2015-12-15T18:36:21Z | 57551.0 |
| 20680 | 5.417225e+10 | Rand Paul | 54172246106_10153161560311107 | photo | NaN | NaN | NaN | https://scontent.xx.fbcdn.net/hphotos-xpf1/v/t... | https://www.facebook.com/RandPaul/photos/a.101... | NaN | ... | 78934.0 | 1118.0 | 16745.0 | 2015-06-28T22:25:49Z | 2015-06-30T20:44:56Z | 2015-06-28 | 2015-06-30 | 2015-06-29T03:25:49Z | 2015-07-01T01:44:56Z | 149737.0 |
| 20836 | 6.998332e+10 | Ted Cruz | 69983322463_10153945965862464 | link | Carly Fiorina Endorses Ted Cruz for President ... | I'm honored to earn the endorsement of Carly F... | tedcruz.org | https://external.xx.fbcdn.net/safe_image.php?d... | https://www.tedcruz.org/news/carly-fiorina-end... | MIAMI, FL – Presidential Candidate Ted Cruz an... | ... | 78567.0 | 5289.0 | 10397.0 | 2016-03-09T09:45:44Z | 2016-03-09T09:45:44Z | 2016-03-09 | 2016-03-09 | 2016-03-09T15:45:44Z | 2016-03-09T15:45:44Z | 727594.0 |
| 20883 | 5.417225e+10 | Rand Paul | 54172246106_10153544918351107 | status | NaN | President Obama's executive actions to put res... | NaN | NaN | NaN | NaN | ... | 78442.0 | 3297.0 | 21757.0 | 2016-01-03T15:59:19Z | 2016-01-05T07:44:22Z | 2016-01-03 | 2016-01-05 | 2016-01-03T21:59:19Z | 2016-01-05T13:44:22Z | 95217.0 |
| 21424 | 6.998332e+10 | Ted Cruz | 69983322463_10154254165982464 | link | Ted Cruz says he has 'serious concerns' about ... | While I have tremendous respect for the dedica... | businessinsider.com | https://external.xx.fbcdn.net/safe_image.php?w... | http://www.businessinsider.com/ted-cruz-fbi-di... | Ted Cruz called for “full access” to “all the ... | ... | 77200.0 | 5724.0 | 15895.0 | 2016-07-05T17:45:36Z | 2016-10-10T23:47:22Z | 2016-07-05 | 2016-10-10 | 2016-07-05T22:45:36Z | 2016-10-11T04:47:22Z | 91122.0 |
| 21519 | 6.998332e+10 | Ted Cruz | 69983322463_10153724760487464 | link | This Thanksgiving we celebrate the blessings t... | On this Thanksgiving, as we gather with family... | tedcruz.org | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/1TgORoZ | HOUSTON, Texas — Presidential candidate Ted Cr... | ... | 76989.0 | 3447.0 | 7560.0 | 2015-11-26T08:27:13Z | 2015-11-28T02:29:41Z | 2015-11-26 | 2015-11-28 | 2015-11-26T14:27:13Z | 2015-11-28T08:29:41Z | 231800.0 |
| 21527 | 6.998332e+10 | Ted Cruz | 69983322463_10153777717527464 | photo | Timeline Photos | Seems like a better idea for a cartoon: Hillar... | NaN | https://scontent.xx.fbcdn.net/hphotos-xfa1/v/t... | https://www.facebook.com/tedcruzpage/photos/a.... | NaN | ... | 76975.0 | 3857.0 | 19240.0 | 2015-12-23T13:47:36Z | 2015-12-25T12:20:58Z | 2015-12-23 | 2015-12-25 | 2015-12-23T19:47:36Z | 2015-12-25T18:20:58Z | 259049.0 |
| 22582 | 6.998332e+10 | Ted Cruz | 69983322463_10153638995517464 | photo | Ted Cruz | My thoughts and prayers are with the Israeli p... | NaN | https://fbcdn-photos-f-a.akamaihd.net/hphotos-... | https://www.facebook.com/tedcruzpage/photos/a.... | SHARE if you agree we need a President who wil... | ... | 74529.0 | 2037.0 | 27.0 | 2015-10-09T17:04:28Z | 2015-10-11T15:25:25Z | 2015-10-09 | 2015-10-11 | 2015-10-09T22:04:28Z | 2015-10-11T20:25:25Z | 298295.0 |
| 22789 | 6.998332e+10 | Ted Cruz | 69983322463_10153937295612464 | photo | Timeline Photos | Thank you Kansas! Help us #CruzToVictory —> ht... | NaN | https://scontent.xx.fbcdn.net/hphotos-xtp1/v/t... | https://www.facebook.com/tedcruzpage/photos/a.... | NaN | ... | 74097.0 | 4068.0 | 10410.0 | 2016-03-05T16:42:34Z | 2016-03-07T11:59:05Z | 2016-03-05 | 2016-03-07 | 2016-03-05T22:42:34Z | 2016-03-07T17:59:05Z | 677437.0 |
| 23954 | 6.998332e+10 | Ted Cruz | 69983322463_10153862221417464 | photo | Timeline Photos | Thank you Iowa! This is OUR time. Join us: ted... | NaN | https://scontent.xx.fbcdn.net/hphotos-xft1/v/t... | https://www.facebook.com/tedcruzpage/photos/a.... | NaN | ... | 71710.0 | 7032.0 | 10484.0 | 2016-02-01T22:26:11Z | 2016-02-03T21:43:12Z | 2016-02-01 | 2016-02-03 | 2016-02-02T04:26:11Z | 2016-02-04T03:43:12Z | 336380.0 |
| 24970 | 6.998332e+10 | Ted Cruz | 69983322463_10153932390137464 | photo | Timeline Photos | As president, I'll defend the Second Amendment... | NaN | https://scontent.xx.fbcdn.net/hphotos-xpl1/v/t... | https://www.facebook.com/tedcruzpage/photos/a.... | NaN | ... | 69834.0 | 1860.0 | 14230.0 | 2016-03-03T16:43:29Z | 2016-03-05T03:35:36Z | 2016-03-03 | 2016-03-05 | 2016-03-03T22:43:29Z | 2016-03-05T09:35:36Z | 548635.0 |
| 25239 | 5.417225e+10 | Rand Paul | 54172246106_10153137246471107 | status | NaN | I'm ready to drive a stake through the heart o... | NaN | NaN | NaN | NaN | ... | 69358.0 | 3572.0 | 14328.0 | 2015-06-18T15:14:43Z | 2015-06-20T12:33:44Z | 2015-06-18 | 2015-06-20 | 2015-06-18T20:14:43Z | 2015-06-20T17:33:44Z | 113994.0 |
| 25538 | 6.998332e+10 | Ted Cruz | 69983322463_10153596434802464 | photo | Timeline Photos | This is what I'll do if elected President. \n\... | NaN | https://fbcdn-photos-a-a.akamaihd.net/hphotos-... | https://www.facebook.com/tedcruzpage/photos/a.... | NaN | ... | 68821.0 | 2569.0 | 18889.0 | 2015-09-17T08:31:04Z | 2015-09-18T13:39:16Z | 2015-09-17 | 2015-09-18 | 2015-09-17T13:31:04Z | 2015-09-18T18:39:16Z | 229904.0 |
| 25667 | 6.998332e+10 | Ted Cruz | 69983322463_10153928392802464 | photo | Republican Party of Texas | NaN | NaN | https://scontent.xx.fbcdn.net/hphotos-xtf1/v/t... | https://www.facebook.com/RepublicanPartyofTexa... | Congratulations to our Senator, Ted Cruz, for ... | ... | 68589.0 | 2446.0 | 4.0 | 2016-03-01T20:52:34Z | 2016-03-03T19:30:09Z | 2016-03-01 | 2016-03-03 | 2016-03-02T02:52:34Z | 2016-03-04T01:30:09Z | 394971.0 |
| 25677 | 5.417225e+10 | Rand Paul | 54172246106_10153514013306107 | link | Paul: Nobody read the $1.1 trillion omnibus bill | "It was over a trillion dollars, it was all lu... | thehill.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://thehill.com/blogs/blog-briefing-room/ne... | “I voted against it because I won’t vote for t... | ... | 68576.0 | 4196.0 | 30327.0 | 2015-12-20T07:37:51Z | 2015-12-20T07:37:51Z | 2015-12-20 | 2015-12-20 | 2015-12-20T13:37:51Z | 2015-12-20T13:37:51Z | 219337.0 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 11273060 | 6.998332e+10 | Ted Cruz | 69983322463_10153816586742464 | photo | Timeline Photos | Thank you #CruzCrew for joining #CruzinToCaucu... | NaN | https://scontent.xx.fbcdn.net/hphotos-xaf1/v/t... | https://www.facebook.com/tedcruzpage/photos/a.... | NaN | ... | 25.0 | 2.0 | 2.0 | 2016-01-10T15:03:05Z | 2016-01-10T15:05:18Z | 2016-01-10 | 2016-01-10 | 2016-01-10T21:03:05Z | 2016-01-10T21:05:18Z | 213325.0 |
| 11278651 | 5.417225e+10 | Rand Paul | 54172246106_10153293280766107 | link | Record Your Rand Paul Endorsement Video Today! | Iowa, I need your help. Will you take a couple... | s.heyo.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://s.heyo.com/344a40 | Become the star of our next online video! Tell... | ... | 25.0 | 2.0 | 3.0 | 2015-08-22T14:09:00Z | 2015-08-24T10:51:39Z | 2015-08-22 | 2015-08-24 | 2015-08-22T19:09:00Z | 2015-08-24T15:51:39Z | 74799.0 |
| 11283707 | 5.417225e+10 | Rand Paul | 54172246106_10153194916236107 | link | Record Your Rand Paul Endorsement Video Today! | Iowa, take a few minutes and tell us why you s... | s.heyo.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://s.heyo.com/344a40 | Become the star of our next online video! Tell... | ... | 25.0 | 4.0 | NaN | 2015-07-12T14:37:01Z | 2015-07-13T12:05:11Z | 2015-07-12 | 2015-07-13 | 2015-07-12T19:37:01Z | 2015-07-13T17:05:11Z | 147920.0 |
| 11292642 | 5.417225e+10 | Rand Paul | 54172246106_10153231850381107 | link | Record Your Rand Paul Endorsement Video Today! | Wyoming, SHARE if you stand with Rand! | s.heyo.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://s.heyo.com/344a40 | Become the star of our next online video! Tell... | ... | 25.0 | 3.0 | 5.0 | 2015-07-25T15:02:00Z | 2015-07-25T17:40:28Z | 2015-07-25 | 2015-07-25 | 2015-07-25T20:02:00Z | 2015-07-25T22:40:28Z | 162225.0 |
| 11295667 | 5.417225e+10 | Rand Paul | 54172246106_10153349413256107 | link | Record Your Rand Paul Endorsement Video Today! | New Hampshire, will you take 5 minutes to reco... | s.heyo.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://s.heyo.com/344a40 | Become the star of our next online video! Tell... | ... | 25.0 | 3.0 | NaN | 2015-09-14T10:51:01Z | 2015-09-14T16:26:04Z | 2015-09-14 | 2015-09-14 | 2015-09-14T15:51:01Z | 2015-09-14T21:26:04Z | 95035.0 |
| 11297760 | 1.733477e+11 | Governor Jan Brewer | 173347701125_10153741930366126 | photo | Governor Jan Brewer's cover photo | NaN | NaN | https://scontent.xx.fbcdn.net/v/t1.0-0/s130x13... | https://www.facebook.com/GovJanBrewer/photos/a... | NaN | ... | 25.0 | 5.0 | 2.0 | 2016-09-15T11:20:57Z | 2016-09-16T22:02:15Z | 2016-09-15 | 2016-09-16 | 2016-09-15T16:20:57Z | 2016-09-17T03:02:15Z | 14140.0 |
| 11299660 | 5.417225e+10 | Rand Paul | 54172246106_10153375997451107 | link | Wyoming - Contribute Today! | Wyoming, I need you to step up immediately and... | secure.randpaul.com | https://fbexternal-a.akamaihd.net/safe_image.p... | https://secure.randpaul.com/?sr=HMFBWyoming | Rand Paul for President: Defeat the Washington... | ... | 25.0 | 2.0 | 1.0 | 2015-09-28T13:30:57Z | 2015-09-28T20:06:12Z | 2015-09-28 | 2015-09-28 | 2015-09-28T18:30:57Z | 2015-09-29T01:06:12Z | 126748.0 |
| 11308393 | 5.417225e+10 | Rand Paul | 54172246106_10153320988396107 | link | Record Your Rand Paul Endorsement Video Today! | Nevada, why do you stand with Rand? Take a few... | s.heyo.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://s.heyo.com/344a40 | Become the star of our next online video! Tell... | ... | 25.0 | 2.0 | NaN | 2015-09-02T12:51:01Z | 2015-09-03T18:01:52Z | 2015-09-02 | 2015-09-03 | 2015-09-02T17:51:01Z | 2015-09-03T23:01:52Z | 92496.0 |
| 11330002 | 5.417225e+10 | Rand Paul | 54172246106_10153231794696107 | link | Record Your Rand Paul Endorsement Video Today! | Nevada, SHARE if you stand with Rand! | s.heyo.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://s.heyo.com/344a40 | Become the star of our next online video! Tell... | ... | 24.0 | 2.0 | 2.0 | 2015-07-25T15:02:00Z | 2015-07-25T16:53:31Z | 2015-07-25 | 2015-07-25 | 2015-07-25T20:02:00Z | 2015-07-25T21:53:31Z | 170396.0 |
| 11372980 | 5.417225e+10 | Rand Paul | 54172246106_10153375840766107 | link | Alaska - Contribute Today! | Alaska, I need you to step up immediately and ... | secure.randpaul.com | https://external.xx.fbcdn.net/safe_image.php?d... | https://secure.randpaul.com/?sr=HMFBAlaska | Rand Paul for President: Defeat the Washington... | ... | 24.0 | 3.0 | 1.0 | 2015-09-28T11:55:14Z | 2015-09-28T20:56:17Z | 2015-09-28 | 2015-09-28 | 2015-09-28T16:55:14Z | 2015-09-29T01:56:17Z | 126748.0 |
| 11412640 | 5.417225e+10 | Rand Paul | 54172246106_10153376201331107 | link | Maryland - Contribute Today! | Maryland, I need you to step up immediately an... | secure.randpaul.com | https://fbexternal-a.akamaihd.net/safe_image.p... | https://secure.randpaul.com/?sr=HMFBMaryland | Rand Paul for President: Defeat the Washington... | ... | 23.0 | 4.0 | 7.0 | 2015-09-28T16:39:14Z | 2015-09-28T17:19:58Z | 2015-09-28 | 2015-09-28 | 2015-09-28T21:39:14Z | 2015-09-28T22:19:58Z | 126748.0 |
| 11418171 | 5.417225e+10 | Rand Paul | 54172246106_10153248136526107 | link | Record Your Rand Paul Endorsement Video Today! | New Hampshire, be the star of our next web vid... | s.heyo.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://s.heyo.com/344a40 | Become the star of our next online video! Tell... | ... | 23.0 | 2.0 | 1.0 | 2015-08-02T19:26:00Z | 2015-08-04T06:57:53Z | 2015-08-02 | 2015-08-04 | 2015-08-03T00:26:00Z | 2015-08-04T11:57:53Z | 148527.0 |
| 11493815 | 5.417225e+10 | Rand Paul | 54172246106_10153376210321107 | link | Mississippi - Contribute Today! | Mississippi, I need you to step up immediately... | secure.randpaul.com | https://fbexternal-a.akamaihd.net/safe_image.p... | https://secure.randpaul.com/?sr=HMFBMississippi | Rand Paul for President: Defeat the Washington... | ... | 22.0 | 1.0 | 2.0 | 2015-09-28T16:47:57Z | 2015-09-28T17:18:43Z | 2015-09-28 | 2015-09-28 | 2015-09-28T21:47:57Z | 2015-09-28T22:18:43Z | 126748.0 |
| 11521134 | 5.417225e+10 | Rand Paul | 54172246106_10153375897551107 | link | Vermont - Contribute Today! | Vermont, I need you to step up immediately and... | secure.randpaul.com | https://external.xx.fbcdn.net/safe_image.php?d... | https://secure.randpaul.com/?sr=HMFBVermont | Rand Paul for President: Defeat the Washington... | ... | 22.0 | 1.0 | 2.0 | 2015-09-28T12:35:56Z | 2015-09-28T17:24:54Z | 2015-09-28 | 2015-09-28 | 2015-09-28T17:35:56Z | 2015-09-28T22:24:54Z | 126748.0 |
| 11532907 | 5.417225e+10 | Rand Paul | 54172246106_10153376040581107 | link | Hawaii - Contribute Today! | Hawaii, I need you to step up immediately and ... | secure.randpaul.com | https://external.xx.fbcdn.net/safe_image.php?d... | https://secure.randpaul.com/?sr=HMFBHawaii | Rand Paul for President: Defeat the Washington... | ... | 22.0 | 3.0 | 5.0 | 2015-09-28T14:05:05Z | 2015-09-29T02:42:27Z | 2015-09-28 | 2015-09-29 | 2015-09-28T19:05:05Z | 2015-09-29T07:42:27Z | 126748.0 |
| 11578491 | 5.417225e+10 | Rand Paul | 54172246106_10153376017966107 | link | Delaware - Contribute Today! | Delaware, I need you to step up immediately an... | secure.randpaul.com | https://fbexternal-a.akamaihd.net/safe_image.p... | https://secure.randpaul.com/?sr=HMFBDelaware | Rand Paul for President: Defeat the Washington... | ... | 21.0 | 1.0 | 1.0 | 2015-09-28T13:43:21Z | 2015-09-28T17:22:38Z | 2015-09-28 | 2015-09-28 | 2015-09-28T18:43:21Z | 2015-09-28T22:22:38Z | 126748.0 |
| 11586690 | 5.417225e+10 | Rand Paul | 54172246106_10153375870266107 | link | Colorado - Contribute Today! | Colorado, I need you to step up immediately an... | secure.randpaul.com | https://fbexternal-a.akamaihd.net/safe_image.p... | https://secure.randpaul.com/?sr=HMFBColorado | Rand Paul for President: Defeat the Washington... | ... | 21.0 | 1.0 | 3.0 | 2015-09-28T12:14:56Z | 2015-09-28T17:27:49Z | 2015-09-28 | 2015-09-28 | 2015-09-28T17:14:56Z | 2015-09-28T22:27:49Z | 126748.0 |
| 11631338 | 5.417225e+10 | Rand Paul | 54172246106_10153375870421107 | link | Rhode Island - Contribute Today! | Rhode Island, I need you to step up immediatel... | secure.randpaul.com | https://fbexternal-a.akamaihd.net/safe_image.p... | https://secure.randpaul.com/?sr=HMFBRhodeIsland | Rand Paul for President: Defeat the Washington... | ... | 20.0 | 4.0 | 9.0 | 2015-09-28T12:15:06Z | 2015-09-28T17:27:33Z | 2015-09-28 | 2015-09-28 | 2015-09-28T17:15:06Z | 2015-09-28T22:27:33Z | 126748.0 |
| 11661297 | 5.417225e+10 | Rand Paul | 54172246106_10153230511276107 | link | Record Your Rand Paul Endorsement Video Today! | New Hampshire, tell us why you stand with Rand... | s.heyo.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://s.heyo.com/344a40 | Become the star of our next online video! Tell... | ... | 20.0 | 5.0 | 2.0 | 2015-07-24T19:23:00Z | 2015-07-25T00:31:00Z | 2015-07-24 | 2015-07-25 | 2015-07-25T00:23:00Z | 2015-07-25T05:31:00Z | 174826.0 |
| 11721293 | 5.417225e+10 | Rand Paul | 54172246106_10153375881596107 | link | South Dakota - Contribute Today! | South Dakota, I need you to step up immediatel... | secure.randpaul.com | https://external.xx.fbcdn.net/safe_image.php?d... | https://secure.randpaul.com/?sr=HMFBSouthDakota | Rand Paul for President: Defeat the Washington... | ... | 19.0 | 2.0 | NaN | 2015-09-28T12:22:06Z | 2015-09-29T21:18:19Z | 2015-09-28 | 2015-09-29 | 2015-09-28T17:22:06Z | 2015-09-30T02:18:19Z | 126748.0 |
| 11760936 | 5.417225e+10 | Rand Paul | 54172246106_10153066162211107 | photo | NaN | We hope you'll join Sen. Rand Paul at the DuPa... | NaN | https://scontent.xx.fbcdn.net/hphotos-xpf1/v/t... | https://www.facebook.com/RandPaul/photos/a.405... | NaN | ... | 19.0 | 6.0 | NaN | 2015-05-21T12:57:16Z | 2015-05-21T13:09:30Z | 2015-05-21 | 2015-05-21 | 2015-05-21T17:57:16Z | 2015-05-21T18:09:30Z | 96422.0 |
| 11851831 | 5.417225e+10 | Rand Paul | 54172246106_10153375855026107 | link | North Dakota - Contribute Today! | North Dakota, I need you to step up immediatel... | secure.randpaul.com | https://fbexternal-a.akamaihd.net/safe_image.p... | https://secure.randpaul.com/?sr=HMFBNorthDakota | Rand Paul for President: Defeat the Washington... | ... | 18.0 | 2.0 | NaN | 2015-09-28T12:00:20Z | 2015-09-28T17:29:06Z | 2015-09-28 | 2015-09-28 | 2015-09-28T17:00:20Z | 2015-09-28T22:29:06Z | 126748.0 |
| 11896606 | 6.998332e+10 | Ted Cruz | 69983322463_10153805663857464 | photo | Timeline Photos | Be sure to follow behind the scenes from our #... | NaN | https://scontent.xx.fbcdn.net/hphotos-xft1/v/t... | https://www.facebook.com/tedcruzpage/photos/a.... | NaN | ... | 17.0 | 4.0 | NaN | 2016-01-04T20:24:09Z | 2016-01-04T20:29:06Z | 2016-01-04 | 2016-01-04 | 2016-01-05T02:24:09Z | 2016-01-05T02:29:06Z | 218603.0 |
| 11984682 | 5.417225e+10 | Rand Paul | 54172246106_10153231803506107 | link | Record Your Rand Paul Endorsement Video Today! | New Hampshire, SHARE if you stand with Rand! | s.heyo.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://s.heyo.com/344a40 | Become the star of our next online video! Tell... | ... | 16.0 | 1.0 | 2.0 | 2015-07-25T15:02:00Z | 2015-07-25T16:52:29Z | 2015-07-25 | 2015-07-25 | 2015-07-25T20:02:00Z | 2015-07-25T21:52:29Z | 162225.0 |
| 12012973 | 5.417225e+10 | Rand Paul | 54172246106_10153375829336107 | link | Alabama - Contribute Today! | Alabama, I need you to step up immediately and... | secure.randpaul.com | https://external.xx.fbcdn.net/safe_image.php?d... | https://secure.randpaul.com/?sr=HMFBAlabama | Rand Paul for President: Defeat the Washington... | ... | 16.0 | 1.0 | 3.0 | 2015-09-28T11:51:34Z | 2015-09-28T17:30:58Z | 2015-09-28 | 2015-09-28 | 2015-09-28T16:51:34Z | 2015-09-28T22:30:58Z | 126748.0 |
| 12224765 | 6.998332e+10 | Ted Cruz | 69983322463_10153920455092464 | video | Ted Cruz | True or false, Donald J. Trump?\n\n#ChooseCruz... | NaN | https://scontent.xx.fbcdn.net/hvthumb-xat1/v/t... | https://www.facebook.com/tedcruzpage/videos/10... | As president, I'll fight for a #FullRepeal of ... | ... | 14.0 | 2.0 | NaN | 2016-02-27T12:25:19Z | 2016-02-27T12:26:11Z | 2016-02-27 | 2016-02-27 | 2016-02-27T18:25:19Z | 2016-02-27T18:26:11Z | 326161.0 |
| 12684537 | 5.417225e+10 | Rand Paul | 54172246106_10153231763036107 | link | Record Your Rand Paul Endorsement Video Today! | Montana, SHARE if you stand with Rand! | s.heyo.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://s.heyo.com/344a40 | Become the star of our next online video! Tell... | ... | 10.0 | 0.0 | 1.0 | 2015-07-25T15:02:00Z | 2015-07-25T15:02:00Z | 2015-07-25 | 2015-07-25 | 2015-07-25T20:02:00Z | 2015-07-25T20:02:00Z | 174826.0 |
| 12971054 | 1.733477e+11 | Governor Jan Brewer | 173347701125_10154235292196126 | video | Conservative Tribune | In case you missed me on Wednesday - I was on ... | NaN | https://scontent.xx.fbcdn.net/v/t15.0-10/s130x... | https://www.facebook.com/theconservativetribun... | CT-TV with Rusty Humphries is LIVE! Special gu... | ... | 8.0 | 1.0 | NaN | 2017-03-17T14:30:00Z | 2017-03-17T16:05:02Z | 2017-03-17 | 2017-03-17 | 2017-03-17T19:30:00Z | 2017-03-17T21:05:02Z | 61176.0 |
| 13570536 | 5.417225e+10 | Rand Paul | 54172246106_10153047084666107 | link | Meet Rand Paul in Iowa | RSVP Here | I'll be at Oskaloosa's Smokey Row Coffee Shop ... | randpaul.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://randpaul.com/oskaloosa-event-05162015 | Rand Paul for President: Defeat the Washington... | ... | 4.0 | 6.0 | 1.0 | 2015-05-12T17:05:25Z | 2015-05-12T17:33:56Z | 2015-05-12 | 2015-05-12 | 2015-05-12T22:05:25Z | 2015-05-12T22:33:56Z | 153191.0 |
| 14637283 | 5.417225e+10 | Rand Paul | 54172246106_10153116776101107 | link | Stand With Rand Meet & Greet - Lexington, SC ... | I hope you'll join me for a Stand With Rand Me... | eventbrite.com | https://fbexternal-a.akamaihd.net/safe_image.p... | https://www.eventbrite.com/e/stand-with-rand-m... | Join Senator Rand Paul for a special meet & gr... | ... | 0.0 | 1.0 | NaN | 2015-06-09T17:13:31Z | 2015-06-09T17:13:31Z | 2015-06-09 | 2015-06-09 | 2015-06-09T22:13:31Z | 2015-06-09T22:13:31Z | 263500.0 |
9163 rows × 21 columns
pageinfo_separate_by_cat = pageinfo.groupby('category').mean()
pageinfo_separate_by_cat = pageinfo_separate_by_cat[['total_like','total_comment','total_share','fan_count']]
pageinfo_separate_by_cat['page_num'] = pageinfo.groupby('category').size()
politifact_separate_by_cat = politifact_with_fake_domain.groupby('category').mean()
politifact_separate_by_cat = politifact_separate_by_cat[['post_reactions','post_likes','post_comments','post_shares','page_talking_about_count']]
politifact_separate_by_cat['count'] = politifact_with_fake_domain.groupby('category').size()
politifact_separate_by_cat['page_num'] = politifact_with_fake_domain.groupby(['category','page_name']).size().reset_index().groupby('category').size()
politifact_separate_by_cat = politifact_separate_by_cat[politifact_separate_by_cat['count']>90]
politifact_separate_by_cat.sort_values('count')
| post_reactions | post_likes | post_comments | post_shares | page_talking_about_count | count | page_num | |
|---|---|---|---|---|---|---|---|
| category | |||||||
| Organization | 742.393939 | 287.479167 | 71.552083 | 338.600000 | 4.965308e+04 | 96 | 2 |
| Arts/Humanities Website | 829.888889 | 700.762887 | 76.103093 | 304.968750 | 4.512231e+05 | 97 | 1 |
| Education | 195.031250 | 110.432584 | 15.797753 | 134.902098 | 5.513023e+04 | 178 | 3 |
| Political Organization | 499.842975 | 381.148571 | 104.131429 | 429.902685 | 1.595614e+05 | 350 | 14 |
| Musician/Band | 2144.972028 | 1556.852273 | 296.059659 | 2155.670455 | 1.256542e+07 | 352 | 2 |
| Website | 1073.092784 | 786.185819 | 87.520782 | 356.331633 | 3.996985e+05 | 409 | 4 |
| Society/Culture Website | 915.402985 | 815.295880 | 129.157303 | 441.550562 | 1.107704e+05 | 534 | 2 |
| Personal Blog | 333.233108 | 275.406932 | 64.798460 | 168.778271 | 5.524922e+04 | 779 | 2 |
| Non-Governmental Organization (NGO) | 235.392357 | 168.049682 | 42.351592 | 98.579421 | 3.385693e+04 | 1570 | 1 |
| Journalist | 24.344520 | 32.268938 | 6.018342 | 20.920854 | 3.241681e+04 | 4198 | 3 |
| Just For Fun | 101.338462 | 73.511339 | 18.390850 | 40.362968 | 2.543958e+04 | 5071 | 1 |
| Public Figure | 1403.603015 | 1035.955148 | 182.337173 | 439.880175 | 3.775713e+05 | 5730 | 17 |
| Publisher | 225.992290 | 155.677253 | 40.911921 | 76.551963 | 2.465086e+04 | 6392 | 1 |
| Cause | 67.893318 | 59.693882 | 16.752877 | 32.982930 | 1.755764e+04 | 8255 | 3 |
| Politician | 95.750403 | 42.280969 | 8.456996 | 50.007389 | 1.877585e+04 | 12464 | 5 |
| Community | 923.746053 | 751.328808 | 191.561406 | 547.583880 | 2.364749e+05 | 12743 | 47 |
| Media/News/Publishing | 2268.661361 | 1759.074841 | 265.371396 | 871.017663 | 3.164316e+05 | 19214 | 23 |
| News/Media Website | 738.892600 | 369.993087 | 101.120265 | 327.992299 | 3.896767e+05 | 53665 | 23 |
pageinfo_separate_by_type = pageinfo.groupby('type').mean()
pageinfo_separate_by_type = pageinfo_separate_by_type[['total_like','total_comment','total_share','fan_count']]
pageinfo_separate_by_type['page_num'] = pageinfo.groupby('type').size()
politifact_separate_by_type = politifact_with_fake_domain.groupby('type').mean()
politifact_separate_by_type = politifact_separate_by_type[['post_reactions','post_likes','post_comments','post_shares','page_talking_about_count']]
politifact_separate_by_type['count'] = politifact_with_fake_domain.groupby('type').size()
politifact_separate_by_type['page_num'] = politifact_with_fake_domain.groupby(['type','page_name']).size().reset_index().groupby('type').size()
politifact_separate_by_type
| post_reactions | post_likes | post_comments | post_shares | page_talking_about_count | count | page_num | |
|---|---|---|---|---|---|---|---|
| type | |||||||
| figure | 482.353943 | 336.531283 | 78.051039 | 194.284932 | 1.461013e+05 | 16223 | 24 |
| group | 581.435492 | 444.999275 | 100.825327 | 279.041251 | 1.170871e+05 | 31745 | 92 |
| media | 1227.113731 | 641.382905 | 125.076634 | 420.594803 | 3.221109e+05 | 83710 | 56 |
| others | 1559.808824 | 883.352396 | 165.001546 | 1236.947702 | 6.871414e+06 | 647 | 5 |
politifact_separate_by_domain = politifact_with_fake_domain.groupby('domain').mean()
politifact_separate_by_domain.sort_values('post_likes')
domain_list = politifact_separate_by_domain.index.tolist()
domain_list
['247NewsMedia.com', 'ANews24.org', 'AmericanPoliticNews.co', 'AngryPatriotMovement.com', 'BB4SP.com', 'BeforeItsNews.com', 'BuzzFeedUSA.com', 'CivicTribune.com', 'ClashDaily.com', 'ConservativeDailyPost.com', 'ConservativeSpirit.com', 'DailyNewsPosts.info', 'DailySurge.com', 'DemocraticMoms.com', 'Disclose.tv', 'DonaldTrumpPOTUS45.com', 'En-Volve.com', 'FederalistTribune.com', 'FedsAlert.com', 'FreedomDaily.com', 'FreedomsFinalStand.com', 'GiveMeLiberty01.com', 'GummyPost.com', 'HealthyWorldHouse.com', 'LastDeplorables.com', 'LiberalPlug.com', 'Liberty-Courier.com', 'LibertyAlliance.com', 'MadWorldNews.com', 'NeonNettle.com', 'NewPoliticsToday.com', 'NewsBreaksHere.com', 'NewsExaminer.net', 'NewzMagazine.com', 'NotAllowedTo.com', 'OnePoliticalPlaza.com', 'PoliticsUSANews.com', 'President45DonaldTrump.com', 'Prntly.com', 'ReadConservatives.news', 'RedCountry.us', 'ReligionMind.com', 'Spinzon.com', 'SupremePatriot.com', 'TDTAlliance.com', 'TMZWorldNews.com', 'The-Insider.co', 'TheTrumpMedia.com', 'TrueAmericans.me', 'USADailyInfo.com', 'USADailyTime.com', 'USANewsHome.com', 'USAPolitics24hrs.com', 'USAPoliticsNow.com', 'USAPoliticsToday.com', 'USASnich.com', 'USHealthyAdvisor.com', 'USHerald.com', 'USInfoNews.com', 'USPOLN.com', 'USPostman.com', 'UndergroundNewsReport.com', 'UniversePolitics.com', 'VoxTribune.com', 'WashingtonFeed.com']
domain_page_relation = politifact_with_fake_domain.groupby(['domain','page_name']).size()
domain_page_relation = domain_page_relation.reset_index()
domain_page_relation
| domain | page_name | 0 | |
|---|---|---|---|
| 0 | 247NewsMedia.com | America Elects a Leader president | 1 |
| 1 | ANews24.org | American's Who Stand For America | 83 |
| 2 | ANews24.org | Anonymous The World is Ours | 1 |
| 3 | ANews24.org | Democrats Driving Forward to Victory | 42 |
| 4 | ANews24.org | Donald Trump, The Political Movement | 1 |
| 5 | ANews24.org | Prepare to Take America Back | 1 |
| 6 | ANews24.org | Reclaim America | 1 |
| 7 | AmericanPoliticNews.co | Ann Romney Fan Site | 1 |
| 8 | AmericanPoliticNews.co | Conservatives Against Obama's Liberal Agenda | 1 |
| 9 | AmericanPoliticNews.co | One Nation Under God | 2 |
| 10 | AmericanPoliticNews.co | Rick Joyner | 1 |
| 11 | AmericanPoliticNews.co | The Last Great Stand | 1 |
| 12 | AngryPatriotMovement.com | America Needs a Truthful president | 2 |
| 13 | AngryPatriotMovement.com | American's Who Stand For America | 64 |
| 14 | AngryPatriotMovement.com | Americans Who Stand For America | 2 |
| 15 | AngryPatriotMovement.com | Angry American Patriots | 2 |
| 16 | AngryPatriotMovement.com | Ann Romney Fan Site | 30 |
| 17 | AngryPatriotMovement.com | Anonymous The World is Ours | 1 |
| 18 | AngryPatriotMovement.com | Being Libtarded | 1 |
| 19 | AngryPatriotMovement.com | CJ Pearson | 1 |
| 20 | AngryPatriotMovement.com | Craig "Sawman" Sawyer | 2 |
| 21 | AngryPatriotMovement.com | Donald Trump, The Political Movement | 33 |
| 22 | AngryPatriotMovement.com | Last American Patriots | 6 |
| 23 | AngryPatriotMovement.com | Law Enforcement Today | 1 |
| 24 | AngryPatriotMovement.com | One Nation Under God | 6 |
| 25 | AngryPatriotMovement.com | Political Correctness Gone Wild | 9 |
| 26 | AngryPatriotMovement.com | Reclaim America | 103 |
| 27 | AngryPatriotMovement.com | Red White Blue News | 1 |
| 28 | AngryPatriotMovement.com | THE GREAT AWAKENING | 3 |
| 29 | AngryPatriotMovement.com | The Alex Jones Channel | 3 |
| ... | ... | ... | ... |
| 715 | USHerald.com | The Revolution | 111 |
| 716 | USHerald.com | Wayne Allyn Root | 1 |
| 717 | USHerald.com | Wayne Dupree Show | 2 |
| 718 | USHerald.com | WikiLeaks Updates | 1 |
| 719 | USInfoNews.com | Anonymous The World is Ours | 1 |
| 720 | USInfoNews.com | THE GREAT AWAKENING | 1 |
| 721 | USPOLN.com | Bob The Wonder Poodle | 1 |
| 722 | USPOLN.com | God Emperor Trump | 1 |
| 723 | USPOLN.com | Reclaim America | 1 |
| 724 | USPOLN.com | The Party of Scrooge - History of American Pol... | 1 |
| 725 | USPostman.com | Conservatives Against A Liberal Agenda | 2 |
| 726 | UndergroundNewsReport.com | America Elects a Leader president | 1 |
| 727 | UndergroundNewsReport.com | Anonymous The World is Ours | 1 |
| 728 | UndergroundNewsReport.com | Illuminati Exposed (This is the resistance) | 1 |
| 729 | UniversePolitics.com | Anonymous The World is Ours | 1 |
| 730 | UniversePolitics.com | Bernie Sanders' Supporters | 3 |
| 731 | UniversePolitics.com | Conservatives Against Obama's Liberal Agenda | 1 |
| 732 | UniversePolitics.com | Hillary Clinton 2016 | 1 |
| 733 | UniversePolitics.com | Hillary Clinton Sucks | 1 |
| 734 | UniversePolitics.com | One Liberal's SLANT on Politics | 1 |
| 735 | UniversePolitics.com | Political Correctness Gone Wild | 1 |
| 736 | UniversePolitics.com | Rude and Rotten Republicans | 1 |
| 737 | UniversePolitics.com | The Middle Class Will Be Heard | 1 |
| 738 | UniversePolitics.com | The Witty Liberal | 2 |
| 739 | VoxTribune.com | America Elects a Leader president | 2 |
| 740 | VoxTribune.com | Reclaim America | 1 |
| 741 | WashingtonFeed.com | Contra Culture | 1 |
| 742 | WashingtonFeed.com | End The Fed | 1570 |
| 743 | WashingtonFeed.com | Michael Savage-Fan Made Page | 2 |
| 744 | WashingtonFeed.com | Reclaim America | 1 |
745 rows × 3 columns
fake_domain = politifact_with_fake_domain.groupby('domain').mean()
fake_domain = fake_domain[['post_likes','post_comments','post_shares']]
fake_domain['count'] = politifact_with_fake_domain.groupby('domain').size()
fake_domain.sort_values('count')
| post_likes | post_comments | post_shares | count | |
|---|---|---|---|---|
| domain | ||||
| 247NewsMedia.com | 178.000000 | 18.000000 | 62.000000 | 1 |
| GiveMeLiberty01.com | 8.000000 | 6.000000 | 6.000000 | 1 |
| FederalistTribune.com | 719.000000 | 132.000000 | 295.000000 | 1 |
| PoliticsUSANews.com | 1158.000000 | 697.000000 | 359.000000 | 1 |
| RedCountry.us | 595.000000 | 643.000000 | 838.000000 | 1 |
| ReligionMind.com | 446.000000 | 207.000000 | 615.000000 | 1 |
| USASnich.com | 261.000000 | 60.000000 | 148.000000 | 1 |
| ConservativeSpirit.com | 57.000000 | 5.000000 | 46.000000 | 1 |
| LastDeplorables.com | 341.000000 | 186.000000 | 132.000000 | 1 |
| NewzMagazine.com | 233.000000 | 48.000000 | 671.000000 | 2 |
| OnePoliticalPlaza.com | 7.000000 | 2.000000 | 7.000000 | 2 |
| DemocraticMoms.com | 122.500000 | 38.500000 | 222.000000 | 2 |
| TheTrumpMedia.com | 66.500000 | 11.000000 | 41.500000 | 2 |
| USAPolitics24hrs.com | 1757.000000 | 133.000000 | 1750.500000 | 2 |
| BuzzFeedUSA.com | 208.000000 | 644.000000 | 307.000000 | 2 |
| USInfoNews.com | 147.500000 | 8.000000 | 191.000000 | 2 |
| USPostman.com | 3196.000000 | 411.500000 | 1251.500000 | 2 |
| NewPoliticsToday.com | 718.000000 | 560.000000 | 5113.500000 | 2 |
| CivicTribune.com | 167.666667 | 76.666667 | 430.500000 | 3 |
| USHealthyAdvisor.com | 1774.666667 | 608.666667 | 1365.000000 | 3 |
| NotAllowedTo.com | 120.333333 | 100.000000 | 542.666667 | 3 |
| UndergroundNewsReport.com | 302.000000 | 41.333333 | 246.333333 | 3 |
| GummyPost.com | 1545.333333 | 598.000000 | 2469.000000 | 3 |
| VoxTribune.com | 33.333333 | 15.333333 | 80.000000 | 3 |
| USPOLN.com | 1776.000000 | 249.500000 | 1348.500000 | 4 |
| USADailyTime.com | 359.000000 | 32.500000 | 229.000000 | 4 |
| NewsExaminer.net | 125.500000 | 37.000000 | 177.000000 | 4 |
| TDTAlliance.com | 267.800000 | 134.800000 | 504.400000 | 5 |
| AmericanPoliticNews.co | 1693.333333 | 731.833333 | 1855.000000 | 6 |
| ReadConservatives.news | 140.666667 | 14.666667 | 109.666667 | 6 |
| ... | ... | ... | ... | ... |
| FreedomsFinalStand.com | 260.615385 | 133.923077 | 503.777778 | 13 |
| En-Volve.com | 708.882353 | 197.352941 | 426.083333 | 17 |
| DailyNewsPosts.info | 748.900000 | 209.700000 | 930.000000 | 20 |
| TrueAmericans.me | 398.047619 | 77.857143 | 116.833333 | 21 |
| FedsAlert.com | 5666.666667 | 207.708333 | 733.600000 | 24 |
| NewsBreaksHere.com | 384.068966 | 123.103448 | 66.250000 | 29 |
| Spinzon.com | 609.388889 | 283.416667 | 1418.033333 | 36 |
| USAPoliticsNow.com | 440.095238 | 42.571429 | 207.200000 | 42 |
| President45DonaldTrump.com | 59.500000 | 9.217391 | 13.666667 | 46 |
| DonaldTrumpPOTUS45.com | 6.405063 | 1.316456 | 3.490196 | 79 |
| NeonNettle.com | 262.290323 | 38.129032 | 205.272727 | 93 |
| SupremePatriot.com | 836.155172 | 186.017241 | 510.087379 | 116 |
| Liberty-Courier.com | 41.109375 | 16.789062 | 51.500000 | 128 |
| ANews24.org | 410.620155 | 95.147287 | 51.311111 | 129 |
| DailySurge.com | 132.217687 | 27.517007 | 86.734375 | 147 |
| ConservativeDailyPost.com | 290.761905 | 85.125000 | 394.475862 | 168 |
| AngryPatriotMovement.com | 182.476364 | 23.949091 | 154.850806 | 275 |
| Prntly.com | 277.353349 | 51.113164 | 168.963145 | 433 |
| TMZWorldNews.com | 3307.397089 | 212.721414 | 1658.739606 | 481 |
| USAPoliticsToday.com | 910.662028 | 182.964215 | 521.643799 | 503 |
| LiberalPlug.com | 3707.660598 | 388.976593 | 897.018229 | 769 |
| WashingtonFeed.com | 168.099111 | 42.341169 | 98.537227 | 1574 |
| LibertyAlliance.com | 27.660223 | 6.503222 | 16.960879 | 1707 |
| USHerald.com | 1292.620227 | 197.735000 | 603.190356 | 4400 |
| Disclose.tv | 1794.983759 | 154.305889 | 964.005232 | 7081 |
| FreedomDaily.com | 1934.635126 | 407.649663 | 991.788549 | 7567 |
| BeforeItsNews.com | 43.076758 | 8.378301 | 51.416770 | 12572 |
| BB4SP.com | 157.028226 | 44.750269 | 106.180180 | 13959 |
| ClashDaily.com | 445.180088 | 120.191162 | 367.379784 | 38198 |
| MadWorldNews.com | 363.949660 | 95.370830 | 283.436799 | 41577 |
65 rows × 4 columns
fake_domain_seldom = fake_domain[fake_domain['count']<10]
fake_domain_pro = fake_domain[fake_domain['count']>3000]
politician = Path('/home3/usfb/analysis/analysis-fake-news/temp/post-match-domain/politician.csv')
politicians = pd.read_csv(politician)
politics = politicians.groupby('page_name').mean()
politics['count'] = politicians.groupby('page_name').size()
politics= politics[['post_likes','post_comments','post_shares']]
politics
| post_likes | post_comments | post_shares | |
|---|---|---|---|
| page_name | |||
| Al Hardwick for Congress in Michigan's 5th District | 3.000000 | 1.250000 | 3.000000 |
| Andy Biggs | 27.000000 | 4.000000 | 6.000000 |
| Andy Harris | 181.000000 | 27.000000 | 14.000000 |
| Andy Whallon for Congress | 2.500000 | 1.000000 | 0.500000 |
| Ann Wagner | 1.000000 | 1.000000 | 1.000000 |
| Art Halvorson for Congress | 39.000000 | 18.000000 | 49.000000 |
| Ben Sasse | 474.500000 | 145.000000 | 164.500000 |
| Bill Abatecola, R Candidate for US Congress CD3 | 0.000000 | 0.000000 | NaN |
| Bill Cassidy | 247.750000 | 49.750000 | 37.750000 |
| Bill Flores | 146.333333 | 39.666667 | 18.666667 |
| Bill Ritter | 68.000000 | 50.000000 | 7.000000 |
| Billy Burkette for Congress | 2.000000 | 0.333333 | 1.500000 |
| Blaine Luetkemeyer | 25.500000 | 0.500000 | 3.000000 |
| Bobby Jindal | 379.000000 | 60.000000 | 39.000000 |
| Brett Geymann for Louisiana | 53.000000 | 3.000000 | 31.000000 |
| Brian Mast | 254.000000 | 16.400000 | 63.200000 |
| Buddy Carter | 13.000000 | 3.000000 | 6.000000 |
| Candice Miller | 20.000000 | 0.000000 | 4.000000 |
| Cat Ping For Congress | 4.909091 | 3.454545 | 6.428571 |
| Charles Lingerfelt For U. S. Congress - | 2.000000 | 0.000000 | 0.000000 |
| Chris Christie | 792.428571 | 105.857143 | 49.857143 |
| Chris Vance | 2.000000 | 0.000000 | 1.000000 |
| Chuck Grassley | 4.000000 | 1.000000 | 1.000000 |
| Claudia Tenney for Congress | 221.000000 | 16.500000 | 118.666667 |
| Congressman Blake Farenthold | 51.727273 | 14.727273 | 15.909091 |
| Congressman Chris Stewart | 76.000000 | 10.000000 | 9.000000 |
| Congressman Daniel Webster | 256.000000 | 40.000000 | 89.500000 |
| Congressman Darrell E. Issa | 821.000000 | 101.000000 | 325.666667 |
| Congressman Dave Brat | 14.250000 | 2.750000 | 6.571429 |
| Congressman Doug Lamborn | 45.142857 | 17.714286 | 9.714286 |
| ... | ... | ... | ... |
| Senator Rand Paul | 1723.500000 | 91.250000 | 497.500000 |
| Senator Richard Burr | 193.500000 | 83.000000 | 67.000000 |
| Senator Richard Shelby | 251.000000 | 21.000000 | 43.000000 |
| Senator Rob Portman | 136.000000 | 63.000000 | 6.000000 |
| Senator Ted Cruz | 10131.000000 | 744.500000 | 2202.500000 |
| Senator Thom Tillis | 159.000000 | 24.000000 | 24.000000 |
| Senator Todd Young | 13.000000 | 9.000000 | 1.000000 |
| Sheriff Paul Babeu | 114.818182 | 32.181818 | 55.272727 |
| Steve Isaacson for Congress 2018 | 0.000000 | 0.000000 | NaN |
| Steve King | 441.166667 | 43.583333 | 59.583333 |
| Steve King for Congress | 167.666667 | 30.333333 | 67.928571 |
| Steven Palazzo | 253.000000 | 57.000000 | 21.000000 |
| Sue Googe | 10.000000 | 4.333333 | 4.666667 |
| Ted Cruz | 19128.833333 | 1036.250000 | 3495.342857 |
| Ted Cruz Is The Man | 566.100775 | 61.098191 | 200.191214 |
| Ted Poe | 136.333333 | 41.666667 | 33.800000 |
| Ted Yoho | 370.600000 | 67.000000 | 65.200000 |
| Tim Huelskamp for Congress | 436.000000 | 41.000000 | 75.000000 |
| Todd Young | 67.500000 | 13.750000 | 11.250000 |
| Tom Cotton | 1910.857143 | 237.142857 | 573.571429 |
| Tom Marino | 77.333333 | 16.000000 | 70.666667 |
| Trent Franks | 13.000000 | 3.000000 | 2.000000 |
| Trey Gowdy News and Support | 196.183099 | 29.309859 | 160.197183 |
| Troy Arthur Bonar | 11.000000 | 0.000000 | NaN |
| Tulsi Gabbard | 469.000000 | 87.000000 | 99.000000 |
| U.S. Representative Bradley Byrne | 265.600000 | 33.000000 | 53.200000 |
| U.S. Representative John Fleming | 53.166667 | 14.111111 | 35.722222 |
| United States Senator Mike Lee | 4932.000000 | 379.000000 | 396.000000 |
| Walter Jones | 224.555556 | 37.111111 | 61.111111 |
| Wendy Long | 490.250000 | 108.000000 | 224.000000 |
225 rows × 3 columns
politifact_pro = politifact_with_fake_domain[(politifact_with_fake_domain['domain']=='BB4SP.com')|(politifact_with_fake_domain['domain']=='BeforeItsNews.com')|(politifact_with_fake_domain['domain']=='ClashDaily.com')|(politifact_with_fake_domain['domain']=='Disclose.tv')|(politifact_with_fake_domain['domain']=='FreedomDaily.com')|(politifact_with_fake_domain['domain']=='MadWorldNews.com')|(politifact_with_fake_domain['domain']=='USHerald.com')]
print(fake_domain_seldom['post_likes'].mean())
print(fake_domain_pro['post_likes'].mean())
print(politics['post_likes'].mean())
633.68177008177 861.6391205510283 575.8238362773211
print(fake_domain_seldom['post_comments'].mean())
print(fake_domain_pro['post_comments'].mean())
print(politics['post_comments'].mean())
208.47037037037035 146.91158764378912 59.93571542613603
print(fake_domain_seldom['post_shares'].mean())
print(fake_domain_pro['post_shares'].mean())
print(politics['post_shares'].mean())
672.880808080808 481.0568098908866 135.8483961008781
times = pd.DataFrame()
times = politifact_pro.groupby('post_created_date_CT').mean()
times['count'] = politifact_pro.groupby('post_created_date_CT').size()
times.reset_index(level=0, inplace=True)
times=times[['post_created_date_CT','count']]
times['post_created_date_CT'] = times['post_created_date_CT'].apply(lambda x:datetime.strptime(x,'%Y-%m-%d'))
plt.rcParams['figure.figsize'] = [10, 5]
mpl.pyplot.plot_date(times['post_created_date_CT'], times['count'])
[<matplotlib.lines.Line2D at 0x7f7ba50c65c0>]
politifact_seldom = politifact_with_fake_domain[(politifact_with_fake_domain['domain']=='247NewsMedia.com')|(politifact_with_fake_domain['domain']=='AmericanPoliticNews.co ')|(politifact_with_fake_domain['domain']=='BuzzFeedUSA.com ')|(politifact_with_fake_domain['domain']=='CivicTribune.com')|(politifact_with_fake_domain['domain']=='ConservativeSpirit.com')|(politifact_with_fake_domain['domain']=='DemocraticMoms.com')|(politifact_with_fake_domain['domain']=='FederalistTribune.com')|(politifact_with_fake_domain['domain']=='GiverLiberty01.com')|(politifact_with_fake_domain['domain']=='GummyPost.com')|(politifact_with_fake_domain['domain']=='LastDeplorables.com')|(politifact_with_fake_domain['domain']=='NewPoliticsToday.com')|(politifact_with_fake_domain['domain']=='NewsExaminer.net')|(politifact_with_fake_domain['domain']=='NewsMagazine.com')|(politifact_with_fake_domain['domain']=='NoteAllowedTo.com')|(politifact_with_fake_domain['domain']=='OnePoliticalPlaza.com')|(politifact_with_fake_domain['domain']=='PoliticsUSANews.com')|
(politifact_with_fake_domain['domain']=='ReadConservatives.news')|(politifact_with_fake_domain['domain']=='RedCountry.us')|(politifact_with_fake_domain['domain']=='ReligionMind.com')|(politifact_with_fake_domain['domain']=='TDTAlliance.com ')|(politifact_with_fake_domain['domain']=='The-Insider.co')|(politifact_with_fake_domain['domain']=='TheTrumpMedia.com')|(politifact_with_fake_domain['domain']=='USADailyInfo.com')|(politifact_with_fake_domain['domain']=='USADailyTime.com')|
(politifact_with_fake_domain['domain']=='USANewsHome.com')|(politifact_with_fake_domain['domain']=='USAPolitics24hrs.com')|(politifact_with_fake_domain['domain']=='USASnich.com')|(politifact_with_fake_domain['domain']=='USHealthyAdvisor.com')|
(politifact_with_fake_domain['domain']=='USInfoNews.com')|(politifact_with_fake_domain['domain']=='USPOLN.com')|(politifact_with_fake_domain['domain']=='USPostman.com')|(politifact_with_fake_domain['domain']=='UndergroundNewsReport.com')|(politifact_with_fake_domain['domain']=='VoxTribune.com')]
times = pd.DataFrame()
times = politifact_seldom.groupby('post_created_date_CT').mean()
times['count'] = politifact_seldom.groupby('post_created_date_CT').size()
times.reset_index(level=0, inplace=True)
times=times[['post_created_date_CT','count']]
times['post_created_date_CT'] = times['post_created_date_CT'].apply(lambda x:datetime.strptime(x,'%Y-%m-%d'))
plt.rcParams['figure.figsize'] = [10, 5]
mpl.pyplot.plot_date(times['post_created_date_CT'], times['count'])
[<matplotlib.lines.Line2D at 0x7f7ba4ffe588>]
post_sort_by_created_time = politifact_with_fake_domain.sort_values(['page_name','post_created_date_CT'])
page_domain = politifact_with_fake_domain.groupby(['page_name','domain']).size()
page_domain = page_domain.reset_index()
page_domain
| page_name | domain | 0 | |
|---|---|---|---|
| 0 | 1 Million Strong For Hillary Clinton in 2016 | Prntly.com | 3 |
| 1 | 1 Million Strong For Hillary Clinton in 2016 | Spinzon.com | 1 |
| 2 | 100 Percent FED Up | ClashDaily.com | 158 |
| 3 | 100 Percent FED Up | FreedomDaily.com | 18 |
| 4 | 100 Percent FED Up | USHerald.com | 9 |
| 5 | Abolish The IRS | DailySurge.com | 6 |
| 6 | Abolish The IRS | USHerald.com | 93 |
| 7 | Adryenn Ashley | LibertyAlliance.com | 1 |
| 8 | African-American Conservatives | DailySurge.com | 1 |
| 9 | African-American Conservatives | USHerald.com | 1 |
| 10 | Allen West Republic | BB4SP.com | 2142 |
| 11 | Allen West Republic | BeforeItsNews.com | 1 |
| 12 | Allen West Republic | ClashDaily.com | 1457 |
| 13 | Allen West Republic | LibertyAlliance.com | 6 |
| 14 | Allen West Republic | USHerald.com | 300 |
| 15 | America Elects a Leader president | 247NewsMedia.com | 1 |
| 16 | America Elects a Leader president | BB4SP.com | 2 |
| 17 | America Elects a Leader president | BeforeItsNews.com | 1 |
| 18 | America Elects a Leader president | ClashDaily.com | 1 |
| 19 | America Elects a Leader president | ConservativeDailyPost.com | 4 |
| 20 | America Elects a Leader president | DailySurge.com | 1 |
| 21 | America Elects a Leader president | FreedomDaily.com | 3 |
| 22 | America Elects a Leader president | MadWorldNews.com | 1 |
| 23 | America Elects a Leader president | NewsBreaksHere.com | 1 |
| 24 | America Elects a Leader president | TheTrumpMedia.com | 1 |
| 25 | America Elects a Leader president | USAPoliticsToday.com | 1 |
| 26 | America Elects a Leader president | USHerald.com | 3 |
| 27 | America Elects a Leader president | UndergroundNewsReport.com | 1 |
| 28 | America Elects a Leader president | VoxTribune.com | 2 |
| 29 | America Needs a Truthful president | AngryPatriotMovement.com | 2 |
| ... | ... | ... | ... |
| 715 | The Witty Liberal | DailySurge.com | 2 |
| 716 | The Witty Liberal | En-Volve.com | 1 |
| 717 | The Witty Liberal | USAPoliticsNow.com | 3 |
| 718 | The Witty Liberal | UniversePolitics.com | 2 |
| 719 | The voice of the people | BeforeItsNews.com | 1 |
| 720 | The voice of the people | ClashDaily.com | 1 |
| 721 | The voice of the people | Disclose.tv | 1 |
| 722 | The voice of the people | MadWorldNews.com | 1 |
| 723 | Trina | FedsAlert.com | 13 |
| 724 | Trina | TMZWorldNews.com | 338 |
| 725 | Wake Up News | NeonNettle.com | 3 |
| 726 | Wake Up News | USAPoliticsToday.com | 2 |
| 727 | Wayne Allyn Root | AngryPatriotMovement.com | 1 |
| 728 | Wayne Allyn Root | ClashDaily.com | 2 |
| 729 | Wayne Allyn Root | ConservativeDailyPost.com | 2 |
| 730 | Wayne Allyn Root | DailySurge.com | 1 |
| 731 | Wayne Allyn Root | FreedomDaily.com | 1 |
| 732 | Wayne Allyn Root | MadWorldNews.com | 4 |
| 733 | Wayne Allyn Root | Prntly.com | 1 |
| 734 | Wayne Allyn Root | Spinzon.com | 1 |
| 735 | Wayne Allyn Root | USHerald.com | 1 |
| 736 | Wayne Dupree Show | LibertyAlliance.com | 1 |
| 737 | Wayne Dupree Show | USHerald.com | 2 |
| 738 | WikiLeaks Updates | AngryPatriotMovement.com | 1 |
| 739 | WikiLeaks Updates | BeforeItsNews.com | 1 |
| 740 | WikiLeaks Updates | USAPoliticsToday.com | 1 |
| 741 | WikiLeaks Updates | USHerald.com | 1 |
| 742 | WikiLeaksParty | BeforeItsNews.com | 1 |
| 743 | Wonkette | ConservativeDailyPost.com | 1 |
| 744 | philly.com | The-Insider.co | 4 |
745 rows × 3 columns
similar_or_the_same_name= ['Barracuda Brigade',
'ClashDaily.com with Doug Giles',
'Mad World News',
'Breitbart - One Voice Silenced, Millions Awakened',
'Disclose.tv',
'Freedom Daily',
'Liberal Daily']
first_post_create_time = pd.DataFrame()
for i in similar_or_the_same_name:
first_created = post_sort_by_created_time[post_sort_by_created_time['page_name']==i].head(1)
first_post_create_time = pd.concat([first_post_create_time,first_created])
first_post_create_time = first_post_create_time[['page_name','post_created_date_CT']]
first_post_create_time['post_created_date_CT'] = first_post_create_time['post_created_date_CT'].apply(lambda x:datetime.strptime(x,'%Y-%m-%d'))
first_post_create_time
| page_name | post_created_date_CT | |
|---|---|---|
| 97321 | Barracuda Brigade | 2015-03-15 |
| 64262 | ClashDaily.com with Doug Giles | 2014-12-31 |
| 28108 | Mad World News | 2014-12-31 |
| 48013 | Breitbart - One Voice Silenced, Millions Awakened | 2015-05-03 |
| 22874 | Disclose.tv | 2015-01-01 |
| 8856 | Freedom Daily | 2016-03-14 |
| 6954 | Liberal Daily | 2017-01-02 |
page_domain_same = politifact_with_fake_domain[(politifact_with_fake_domain['page_name'] == 'Barracuda Brigade') | (politifact_with_fake_domain['page_name'] == 'ClashDaily.com with Doug Giles') |
(politifact_with_fake_domain['page_name'] == 'Mad World News') |(politifact_with_fake_domain['page_name'] == 'Breitbart - One Voice Silenced, Millions Awakened') |
(politifact_with_fake_domain['page_name'] == 'Disclose.tv') |(politifact_with_fake_domain['page_name'] == 'Freedom Daily') |(politifact_with_fake_domain['page_name'] == 'Liberal Daily')]
plt.rcParams['figure.figsize'] = [60, 50]
times = pd.DataFrame()
for i in similar_or_the_same_name:
times = page_domain_same[page_domain_same['page_name']==i].groupby('post_created_date_CT').mean()
times['count'] = page_domain_same[page_domain_same['page_name']==i].groupby('post_created_date_CT').size()
times.reset_index(level=0, inplace=True)
times=times[['post_created_date_CT','count']]
times['post_created_date_CT'] = times['post_created_date_CT'].apply(lambda x:datetime.strptime(x,'%Y-%m-%d'))
mpl.pyplot.plot_date(times['post_created_date_CT'], times['count'], color = np.random.rand(3,),ls = 'solid')
page_domain_different = page_domain_same[(page_domain_same['domain']!='BB4SP.com')|(page_domain_same['domain']!='Disclose.tv')|
(page_domain_same['domain']!='FreedomDaily.com')|(page_domain_same['domain']!='LiberalPlug.com')|
(page_domain_same['domain']!='MadWorldNews.com')]
page_domain_different = page_domain_different[(page_domain_different['page_name']=='ClashDaily.com with Doug Giles')&
(page_domain_different['domain']!='ClashDaily.com')]
page_domain_different
| page_id | page_name | post_id | post_type | post_name | post_message | post_caption | post_picture | post_link | post_description | ... | post_created_time_CT | post_updated_time_CT | post_created_date_CT | post_updated_date_CT | post_created_time | post_updated_time | page_talking_about_count | domain | category | type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 82 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1007442819372496 | link | BREAKING: Judge Initiates Investigation Over O... | Obama has lied to the American people and he n... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/breaking-judge-initiates-i... | “The Wheels of Justice Grind Slow, But They Gr... | ... | 2016-06-28T14:35:01Z | 2016-07-02T10:24:48Z | 2016-06-28 | 2016-07-02 | 2016-06-28T19:35:01Z | 2016-07-02T15:24:48Z | 152602.0 | USHerald.com | News/Media Website | media |
| 101 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1049407408509370 | link | 'The View' Is On The Chopping Block To Be Canc... | It's about time this liberal trash was yanked ... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/the-view-is-about-to-be-ca... | “Please” say it isn’t so! Can it be true? You ... | ... | 2016-08-21T12:35:01Z | 2016-08-23T04:40:30Z | 2016-08-21 | 2016-08-23 | 2016-08-21T17:35:01Z | 2016-08-23T09:40:30Z | 432956.0 | USHerald.com | News/Media Website | media |
| 126 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1003878156395629 | link | Military Generals Take Steps To Arrest Obama O... | Military Generals Take Steps To Arrest Obama O... | usherald.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://usherald.com/military-generals-move-to-... | There’s absolutely no doubt that President Oba... | ... | 2016-06-23T15:35:01Z | 2016-06-25T04:35:49Z | 2016-06-23 | 2016-06-25 | 2016-06-23T20:35:01Z | 2016-06-25T09:35:49Z | 585611.0 | USHerald.com | News/Media Website | media |
| 173 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1021063921343719 | link | INSPIRING: Wounded Vet To Open Business Whose ... | 'God Kept Me Alive for a Reason'\r\n\r\nCan we... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/inspiring-wounded-war-vete... | This incredible soldier continues to give and ... | ... | 2016-07-17T13:35:01Z | 2016-07-19T23:50:17Z | 2016-07-17 | 2016-07-19 | 2016-07-17T18:35:01Z | 2016-07-20T04:50:17Z | 525734.0 | USHerald.com | News/Media Website | media |
| 209 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1139574249492685 | link | VIDEO: Obama Trying To SILENCE Judge Pirro Aft... | Obama wants to SILENCE Judge Pirro after what ... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/video-obama-trying-silence... | If you’re a fan of Jeanine Pirro, the popular ... | ... | 2016-11-24T14:35:02Z | 2016-11-25T23:22:57Z | 2016-11-24 | 2016-11-25 | 2016-11-24T20:35:02Z | 2016-11-26T05:22:57Z | 800737.0 | USHerald.com | News/Media Website | media |
| 220 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_953488141434631 | link | McDonalds, Pizza Hut And KFC Refuse Muslim Dem... | Muslims are furious but it's too late. They ar... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/mcdonalds-pizza-hut-kfc-re... | "Hold the pickle, hold the lettuce special ord... | ... | 2016-04-16T14:35:00Z | 2016-04-17T11:45:53Z | 2016-04-16 | 2016-04-17 | 2016-04-16T19:35:00Z | 2016-04-17T16:45:53Z | 184917.0 | USHerald.com | News/Media Website | media |
| 222 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1032108510239260 | link | VIDEO: Obama Trying To SILENCE Judge Pirro Aft... | Obama wants to SILENCE Judge Pirro after what ... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/video-obama-trying-silence... | If you’re a fan of Jeanine Pirro, the popular ... | ... | 2016-08-01T00:35:01Z | 2016-08-02T22:18:56Z | 2016-08-01 | 2016-08-02 | 2016-08-01T05:35:01Z | 2016-08-03T03:18:56Z | 476505.0 | USHerald.com | News/Media Website | media |
| 368 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1002509363199175 | link | BREAKING VIDEO: Ohio Muslims Launch Civil War ... | BREAKING: Muslims raging after Ohio man rips Q... | usherald.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://usherald.com/breaking-video-ohio-muslim... | A Ohio man has created a huge controversy by s... | ... | 2016-06-21T17:35:01Z | 2016-06-23T11:08:21Z | 2016-06-21 | 2016-06-23 | 2016-06-21T22:35:01Z | 2016-06-23T16:08:21Z | 617184.0 | USHerald.com | News/Media Website | media |
| 418 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1026511237465654 | link | Michelle Obama Gets Served... But This Time It... | Michelle Obama Gets Served… But This Time It’s... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/michelle-obama-gets-served... | By now it's a well-known fact that Barack and ... | ... | 2016-07-24T14:35:01Z | 2016-07-26T10:26:08Z | 2016-07-24 | 2016-07-26 | 2016-07-24T19:35:01Z | 2016-07-26T15:26:08Z | 622369.0 | USHerald.com | News/Media Website | media |
| 462 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_940047842778661 | link | Top Army Chief of Staff General Has Had It Wit... | Top Army Chief of Staff General Has Had It Wit... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/top-army-chief-of-staff-ge... | With the growing threat of terrorism around th... | ... | 2016-03-29T14:35:00Z | 2016-03-31T04:08:21Z | 2016-03-29 | 2016-03-31 | 2016-03-29T19:35:00Z | 2016-03-31T09:08:21Z | 273505.0 | USHerald.com | News/Media Website | media |
| 467 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1134938123289631 | link | MASSIVE Food Stamp Fraud Operation Taken Down ... | These lowlifes have stolen an UNBELIEVABLE amo... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/operation-stampede-busts-m... | And liberals are constantly fighting against w... | ... | 2016-11-20T14:35:01Z | 2016-11-21T22:34:08Z | 2016-11-20 | 2016-11-21 | 2016-11-20T20:35:01Z | 2016-11-22T04:34:08Z | 798996.0 | USHerald.com | News/Media Website | media |
| 484 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_993081014142010 | link | What France Has Found In Mosque Raids Deeply D... | BREAKING: France is raiding Mosques and the sh... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/france-found-mosque-raids-... | Once again Donald Trump has created a firestor... | ... | 2016-06-07T14:35:01Z | 2016-06-11T20:08:27Z | 2016-06-07 | 2016-06-11 | 2016-06-07T19:35:01Z | 2016-06-12T01:08:27Z | 152602.0 | USHerald.com | News/Media Website | media |
| 493 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1207085199408256 | link | 'Bikers For Trump' Set to Be The LARGEST Pro-T... | Can we get 5,000 LIKES & SHARES in support of ... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/bikers-trump-set-largest-p... | As the nation prepares for the uniquely Americ... | ... | 2017-01-15T12:36:05Z | 2017-01-18T08:05:32Z | 2017-01-15 | 2017-01-18 | 2017-01-15T18:36:05Z | 2017-01-18T14:05:32Z | 161374.0 | USHerald.com | News/Media Website | media |
| 542 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1006721516111293 | link | London Islamic Mayor's Warning To Trump: Let M... | London's new Muslim mayor has issued a dire wa... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/muslim-mayor-london-warns-... | When we as Americans think of terrorist enclav... | ... | 2016-06-27T14:35:01Z | 2016-07-08T18:11:44Z | 2016-06-27 | 2016-07-08 | 2016-06-27T19:35:01Z | 2016-07-08T23:11:44Z | 152602.0 | USHerald.com | News/Media Website | media |
| 546 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1000315410085237 | link | VIDEO: Muslim Police Chief Shows This Act Of C... | VIDEO: Muslim Police Chief Shows This Act Of C... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/video-muslim-police-chief-... | Anyone who has ever served in uniform knows to... | ... | 2016-06-18T14:35:01Z | 2017-02-05T15:09:09Z | 2016-06-18 | 2017-02-05 | 2016-06-18T19:35:01Z | 2017-02-05T21:09:09Z | 152602.0 | USHerald.com | News/Media Website | media |
| 564 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_945213018928810 | link | This Southern City Just Voted to Fly The Confe... | This Southern City Just Voted to Fly The Confe... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.usherald.com/this-southern-city-jus... | Every flag ever waved or raised in conflict ha... | ... | 2016-04-04T14:35:01Z | 2016-04-06T07:56:21Z | 2016-04-04 | 2016-04-06 | 2016-04-04T19:35:01Z | 2016-04-06T12:56:21Z | 215423.0 | USHerald.com | News/Media Website | media |
| 614 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1015068038609974 | link | Mayor SETS Syrian Refugees STRAIGHT: 'We Don’t... | Mayor SETS Syrian Refugees STRAIGHT: 'We Don’t... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/29DwVWv | America needs to get with the program when it ... | ... | 2016-07-09T14:35:01Z | 2016-07-11T09:27:46Z | 2016-07-09 | 2016-07-11 | 2016-07-09T19:35:01Z | 2016-07-11T14:27:46Z | 815755.0 | USHerald.com | News/Media Website | media |
| 731 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1074630562653721 | link | Obama Facing Up To 10 Years To Life In Prison ... | Obama Facing Up To 10 Years To Life In Prison ... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/obama-facing-10-years-in-p... | Do you remember the name Bowe Bergdahl? If not... | ... | 2016-09-18T14:35:01Z | 2016-09-20T08:49:39Z | 2016-09-18 | 2016-09-20 | 2016-09-18T19:35:01Z | 2016-09-20T13:49:39Z | 273355.0 | USHerald.com | News/Media Website | media |
| 770 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1231551473628295 | link | BREAKING: White House Is DONE With CNN, Just C... | CNN's continual attack on our President just b... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/breaking-white-house-done-... | Most rational and reasonable individuals expec... | ... | 2017-02-03T12:36:00Z | 2017-02-06T20:33:24Z | 2017-02-03 | 2017-02-06 | 2017-02-03T18:36:00Z | 2017-02-07T02:33:24Z | 160456.0 | USHerald.com | News/Media Website | media |
| 851 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_989251274524984 | link | This U.S. General Just Ripped Wide Open Obama'... | This U.S. General Just Ripped Wide Open Obama'... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/this-u-s-general-just-ripp... | It is hard to imagine after witnessing first h... | ... | 2016-06-01T15:35:01Z | 2016-06-03T10:33:32Z | 2016-06-01 | 2016-06-03 | 2016-06-01T20:35:01Z | 2016-06-03T15:33:32Z | 152602.0 | USHerald.com | News/Media Website | media |
| 852 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_884610791655700 | link | This Comedian Promises To Move To Africa If Do... | This Comedian Vows To Move To Africa If Donald... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://ow.ly/WxHW9 | Comedian Eddie Griffin is putting his foot dow... | ... | 2016-01-02T15:05:10Z | 2016-01-04T03:38:03Z | 2016-01-02 | 2016-01-04 | 2016-01-02T21:05:10Z | 2016-01-04T09:38:03Z | 166931.0 | USHerald.com | News/Media Website | media |
| 861 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_879999368783509 | link | McDonalds, Pizza Hut And KFC Refuse Muslim Dem... | Muslims are furious but it's too late. They ar... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/mcdonalds-pizza-hut-kfc-re... | "Hold the pickle, hold the lettuce special ord... | ... | 2015-12-25T15:18:07Z | 2015-12-27T12:01:17Z | 2015-12-25 | 2015-12-27 | 2015-12-25T21:18:07Z | 2015-12-27T18:01:17Z | 201709.0 | USHerald.com | News/Media Website | media |
| 936 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1138248099625300 | link | 63-Year-Old Vet Sniper Returns From Retirement... | So much for sitting back and taking it easy. T... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/63-year-old-vet-sniper-com... | No sitting at home collecting Social Security ... | ... | 2016-11-23T14:35:01Z | 2016-11-28T02:36:37Z | 2016-11-23 | 2016-11-28 | 2016-11-23T20:35:01Z | 2016-11-28T08:36:37Z | 160456.0 | USHerald.com | News/Media Website | media |
| 949 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_954815981301847 | link | COINCIDENCE? Ford Cancels U.S. Plant Move To M... | COINCIDENCE? Ford Cancels U.S. Plant Move To M... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/coincidence-or-trump-effec... | Can it be that “The Donald” is already affecti... | ... | 2016-04-18T14:35:01Z | 2016-04-20T11:41:08Z | 2016-04-18 | 2016-04-20 | 2016-04-18T19:35:01Z | 2016-04-20T16:41:08Z | 214366.0 | USHerald.com | News/Media Website | media |
| 1010 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_930830750367037 | link | Sam's Club CEO Is Paying Dearly For Anti-White... | Sam's Club CEO made some serious anit-white ra... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/sams-club-ceo-paying-dearl... | Why would any CEO of a major international cha... | ... | 2016-03-19T15:35:00Z | 2016-03-21T12:12:05Z | 2016-03-19 | 2016-03-21 | 2016-03-19T20:35:00Z | 2016-03-21T17:12:05Z | 113790.0 | USHerald.com | News/Media Website | media |
| 1169 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1223974397719336 | link | SEE YA! Liberals OUTRAGED After Trump Orders 9... | Donald Trump just boldly gave 92 Muslims the b... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/see-ya-liberals-outraged-t... | Finally, a President who actually makes good o... | ... | 2017-01-28T12:36:00Z | 2017-01-31T16:00:57Z | 2017-01-28 | 2017-01-31 | 2017-01-28T18:36:00Z | 2017-01-31T22:00:57Z | 161374.0 | USHerald.com | News/Media Website | media |
| 1189 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1033257173457727 | link | Tom Selleck Is A REAL DEAL PATRIOT... Watch Hi... | Obama and Black Lives Matter want Tom Selleck'... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/liberals-outraged-after-to... | Tom Selleck has never backed down when it come... | ... | 2016-08-02T13:35:01Z | 2016-08-04T12:34:38Z | 2016-08-02 | 2016-08-04 | 2016-08-02T18:35:01Z | 2016-08-04T17:34:38Z | 400774.0 | USHerald.com | News/Media Website | media |
| 1219 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1145614215555355 | link | Rapper Calls For Gang Rape Of Palin, Sarah's S... | BRAVO! This rapper thug is backtracking as fas... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/rapper-calls-gang-rape-pal... | This rapper is backtracking as fast as she can... | ... | 2016-11-28T14:35:01Z | 2016-11-30T19:46:55Z | 2016-11-28 | 2016-11-30 | 2016-11-28T20:35:01Z | 2016-12-01T01:46:55Z | 160456.0 | USHerald.com | News/Media Website | media |
| 1299 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_919558821494230 | link | Whoopi Goldberg Is Moving Out Of U.S. For THIS... | It's past time she get OUT! Who wants her here... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/whoopi-goldberg-moving-u-s... | If it were only true! However knowing the prog... | ... | 2016-03-02T15:35:00Z | 2016-03-04T10:09:18Z | 2016-03-02 | 2016-03-04 | 2016-03-02T21:35:00Z | 2016-03-04T16:09:18Z | 197611.0 | USHerald.com | News/Media Website | media |
| 1336 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1025749820875129 | link | BREAKING: Government Of Kenya Has Released Oba... | BREAKING: Government Of Kenya Has Released Oba... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/kenya-releases-obama-birth... | "There is something on that birth certificate ... | ... | 2016-07-23T14:35:01Z | 2016-07-25T13:40:12Z | 2016-07-23 | 2016-07-25 | 2016-07-23T19:35:01Z | 2016-07-25T18:40:12Z | 626984.0 | USHerald.com | News/Media Website | media |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 76382 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_898923073557805 | link | Man Scares His Wife By Yelling At Her In The K... | Well now, that's one way to make a point!\n\nP... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://ow.ly/XEqUY | Heh, didn't see that coming. Please share if i... | ... | 2016-01-28T14:03:21Z | 2016-01-28T21:16:43Z | 2016-01-28 | 2016-01-28 | 2016-01-28T20:03:21Z | 2016-01-29T03:16:43Z | 159876.0 | USHerald.com | News/Media Website | media |
| 77232 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_906053656178080 | link | Game Warden Wants to Arrest The Fisherman's Wi... | I think the warden knew he wasn't going to win... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://ow.ly/YaBW8 | Source | ... | 2016-02-10T11:05:33Z | 2016-02-10T14:37:04Z | 2016-02-10 | 2016-02-10 | 2016-02-10T17:05:33Z | 2016-02-10T20:37:04Z | 168470.0 | USHerald.com | News/Media Website | media |
| 78007 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1037791859670925 | link | Burka-Clad Muslim Woman Comes Out Of Woods Wit... | These girls thought they could enjoy a beautif... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/burka-clad-muslim-woman-co... | Dami Arno and her daughter Brittany Arno were ... | ... | 2016-08-08T14:35:01Z | 2016-08-09T19:36:26Z | 2016-08-08 | 2016-08-09 | 2016-08-08T19:35:01Z | 2016-08-10T00:36:26Z | 0.0 | USHerald.com | News/Media Website | media |
| 78093 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_968750436575068 | link | Man Gets In Horrible Car Accident And Sends Wi... | This poor fella was caught off guard when his ... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/man-gets-horrible-car-acci... | If you got a good laugh from this one please '... | ... | 2016-05-02T14:35:00Z | 2016-05-02T14:35:00Z | 2016-05-02 | 2016-05-02 | 2016-05-02T19:35:00Z | 2016-05-02T19:35:00Z | 258013.0 | USHerald.com | News/Media Website | media |
| 79085 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_918275768289202 | link | THIS Is How Muslim Mother "Fixes" Rape Of 2-Ye... | THIS Is How Muslim Mother "Fixes" Rape Of 2-Ye... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/grandpa-rapes-2-year-old-g... | Even in a religious culture that advocates the... | ... | 2016-02-29T13:35:01Z | 2016-03-01T04:35:44Z | 2016-02-29 | 2016-03-01 | 2016-02-29T19:35:01Z | 2016-03-01T10:35:44Z | 211392.0 | USHerald.com | News/Media Website | media |
| 80610 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_993057980810980 | link | WATCH: This Viral Video is Out to Prove That O... | WATCH: This Viral Video is Out to Prove That O... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/watch-rockin-viral-video-o... | Now this might not be very political, but we t... | ... | 2016-06-07T13:35:01Z | 2016-06-07T14:49:17Z | 2016-06-07 | 2016-06-07 | 2016-06-07T18:35:01Z | 2016-06-07T19:49:17Z | 152602.0 | USHerald.com | News/Media Website | media |
| 81892 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_890577691059010 | link | Mother Asks Her Young Son What Is Going On In ... | This exchange between a patient mother and her... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://ow.ly/X0SqV | This kid is seriously cute. If you got a kick ... | ... | 2016-01-13T12:01:56Z | 2016-01-13T13:21:18Z | 2016-01-13 | 2016-01-13 | 2016-01-13T18:01:56Z | 2016-01-13T19:21:18Z | 184330.0 | USHerald.com | News/Media Website | media |
| 82333 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1041726389277472 | link | Burka-Clad Muslim Woman Comes Out Of Woods Wit... | Dami Arno and her daughter Brittany Arno were ... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/burka-clad-muslim-woman-co... | Dami Arno and her daughter Brittany Arno were ... | ... | 2016-08-12T13:02:01Z | 2016-08-13T18:12:27Z | 2016-08-12 | 2016-08-13 | 2016-08-12T18:02:01Z | 2016-08-13T23:12:27Z | 407070.0 | USHerald.com | News/Media Website | media |
| 83006 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_883997951716984 | link | Pastor Goes To Elderly Woman's Home To Check O... | We totally did not see this one coming. Oh boy... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://ow.ly/WwdOF | This pastor gets a LOT than he bargained for w... | ... | 2016-01-01T12:05:10Z | 2016-01-01T13:13:33Z | 2016-01-01 | 2016-01-01 | 2016-01-01T18:05:10Z | 2016-01-01T19:13:33Z | 191210.0 | USHerald.com | News/Media Website | media |
| 83581 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_953487748101337 | link | Teacher Asked Her Students About Hillary Clint... | Smart Kids!\n\nIf you laughed, share it. | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/teacher-asked-her-students... | Smart kid. We love this one. Please take a mom... | ... | 2016-04-16T12:35:01Z | 2016-04-17T03:24:26Z | 2016-04-16 | 2016-04-17 | 2016-04-16T17:35:01Z | 2016-04-17T08:24:26Z | 184917.0 | USHerald.com | News/Media Website | media |
| 83901 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_930830233700422 | link | FULL LIST Of U.S. Cities With Addresses Where ... | Obama has setup locations all over the country... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/see-full-list-u-s-cities-f... | The carnage that took place in Paris on Friday... | ... | 2016-03-19T14:35:01Z | 2016-03-20T23:15:33Z | 2016-03-19 | 2016-03-20 | 2016-03-19T19:35:01Z | 2016-03-21T04:15:33Z | 113790.0 | USHerald.com | News/Media Website | media |
| 84436 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_910273689089410 | link | This Hilarious Dear Abby Letter Just Might Cha... | This woman got a SERIOUSLY surprising answer w... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/dear-abby-joke-letter-pres... | This Dear Abby letter is hilarious! Please enj... | ... | 2016-02-17T12:32:53Z | 2016-02-17T14:30:56Z | 2016-02-17 | 2016-02-17 | 2016-02-17T18:32:53Z | 2016-02-17T20:30:56Z | 221310.0 | USHerald.com | News/Media Website | media |
| 85221 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_964834256966686 | link | 'Typical Male' Makes Typical Decision When Dec... | Don't worry ladies, not all guys are this bad.... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/typical-male-makes-typical... | If you smiled, share it. Source | ... | 2016-04-26T18:32:35Z | 2016-04-27T07:39:46Z | 2016-04-26 | 2016-04-27 | 2016-04-26T23:32:35Z | 2016-04-27T12:39:46Z | 268434.0 | USHerald.com | News/Media Website | media |
| 87051 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_940047729445339 | link | PICS: Ranger Finds Hidden Cabin In Forest, Wha... | PICS: Ranger Finds Hidden Cabin In Forest, Wha... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/pics-forest-ranger-spots-h... | Everyone loves a good mystery. Imagine stumbli... | ... | 2016-03-29T13:35:00Z | 2016-03-30T18:10:51Z | 2016-03-29 | 2016-03-30 | 2016-03-29T18:35:00Z | 2016-03-30T23:10:51Z | 273505.0 | USHerald.com | News/Media Website | media |
| 87473 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_901765453273567 | link | Pastor Gets A Big Surprise When He Checks On A... | This is why you always ask first.\n\nHit 'Like... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://ow.ly/XRHdG | this with someone who would laugh. Source | ... | 2016-02-02T15:05:12Z | 2016-02-02T17:58:15Z | 2016-02-02 | 2016-02-02 | 2016-02-02T21:05:12Z | 2016-02-02T23:58:15Z | 183550.0 | USHerald.com | News/Media Website | media |
| 90160 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_900129533437159 | link | FUNNY: Little Johnny Uses Obama's Method To Ge... | You got to hand it to 'Little Johnny', he must... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://ow.ly/XJt00 | Well, that rascal 'Little Johnny" seems to hav... | ... | 2016-01-30T15:05:10Z | 2016-01-31T00:07:34Z | 2016-01-30 | 2016-01-31 | 2016-01-30T21:05:10Z | 2016-01-31T06:07:34Z | 144249.0 | USHerald.com | News/Media Website | media |
| 90174 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1294414227342019 | link | Liberal Mother Gets “Culturally Bullied” Into ... | This progressive mother who WAS ALL ABOUT tran... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/liberal-mother-gets-cultur... | It’s often been acknowledged that the surest w... | ... | 2017-03-28T12:35:00Z | 2017-03-28T21:43:37Z | 2017-03-28 | 2017-03-28 | 2017-03-28T17:35:00Z | 2017-03-29T02:43:37Z | 160456.0 | USHerald.com | News/Media Website | media |
| 90436 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_975479522568826 | link | Muslims Say Sex Slaves Aren't Enough - What Th... | What radical muslims are allowed to do to thei... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/muslims-say-sex-slaves-are... | It better never fly here. For those in areas t... | ... | 2016-05-12T12:35:00Z | 2016-05-12T13:27:13Z | 2016-05-12 | 2016-05-12 | 2016-05-12T17:35:00Z | 2016-05-12T18:27:13Z | 259327.0 | USHerald.com | News/Media Website | media |
| 92272 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_886709494779163 | link | Two Young Boys Go Into The Pharmacy And Ask Fo... | This pharmacist did not expect these two young... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://ow.ly/WIfbr | We how this je plays out. If you enjoyed the i... | ... | 2016-01-06T12:05:10Z | 2016-01-06T14:52:12Z | 2016-01-06 | 2016-01-06 | 2016-01-06T18:05:10Z | 2016-01-06T20:52:12Z | 162806.0 | USHerald.com | News/Media Website | media |
| 92666 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_993017107481734 | link | Muslim Couple Who Falsely Accused Man Of Hate ... | A Muslim Imam and his wife said that this whit... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/muslim-couple-falsely-accu... | This Imam and his wife got BUSTED HARD in thei... | ... | 2016-06-07T12:35:01Z | 2016-06-07T12:42:04Z | 2016-06-07 | 2016-06-07 | 2016-06-07T17:35:01Z | 2016-06-07T17:42:04Z | 314186.0 | USHerald.com | News/Media Website | media |
| 94670 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1080886332028144 | link | BREAKING: Armed Black Panthers Are Now Terrori... | BREAKING: Armed Black Panthers Are Now Terrori... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/breaking-armed-black-panth... | “We accept all oppressed people of color with ... | ... | 2016-09-25T12:35:01Z | 2016-09-25T13:40:36Z | 2016-09-25 | 2016-09-25 | 2016-09-25T17:35:01Z | 2016-09-25T18:40:36Z | 253950.0 | USHerald.com | News/Media Website | media |
| 95614 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_896682680448511 | link | Employee Uses This Trick to Score a Raise That... | Well you got to admit, he pulled one over on t... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://ow.ly/Xsv9y | Pretty clever. I wish someone had told me abou... | ... | 2016-01-24T11:05:11Z | 2016-01-24T11:27:01Z | 2016-01-24 | 2016-01-24 | 2016-01-24T17:05:11Z | 2016-01-24T17:27:01Z | 171856.0 | USHerald.com | News/Media Website | media |
| 95962 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_994238814026230 | link | Little Boy Asks His Dad "What is Politics?", Y... | This kid is pretty sharp.\n\nShare with someon... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/little-boy-asks-his-dad-wh... | Sounds about right. Share with someone today. ... | ... | 2016-06-09T14:35:00Z | 2016-06-09T15:06:26Z | 2016-06-09 | 2016-06-09 | 2016-06-09T19:35:00Z | 2016-06-09T20:06:26Z | 152602.0 | USHerald.com | News/Media Website | media |
| 99957 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_895698323880280 | link | Man Tries to Report Burglary, But Cops Say The... | Man Tries to Report a Burglary, But Cops Say T... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://ow.ly/XpLNj | Pretty clever, eh? Please share with a friend.... | ... | 2016-01-22T13:05:08Z | 2016-01-22T13:09:39Z | 2016-01-22 | 2016-01-22 | 2016-01-22T19:05:08Z | 2016-01-22T19:09:39Z | 159242.0 | USHerald.com | News/Media Website | media |
| 103304 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_889528744497238 | link | Rebellious Girl Gets An Attitude With An Older... | HAHA, this young and rebellious young lady mig... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://ow.ly/WUAeL | HAHA, this young and rebellious young lady mig... | ... | 2016-01-11T13:05:14Z | 2016-01-11T19:49:59Z | 2016-01-11 | 2016-01-11 | 2016-01-11T19:05:14Z | 2016-01-12T01:49:59Z | 184330.0 | USHerald.com | News/Media Website | media |
| 103781 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1238686076248168 | link | US Herald | WATCH: Casey Anthony Reemerges At Trump Protes... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/watch-remember-casey-antho... | Real News Online | ... | 2017-02-09T13:35:01Z | 2017-02-10T18:24:01Z | 2017-02-09 | 2017-02-10 | 2017-02-09T19:35:01Z | 2017-02-11T00:24:01Z | 160456.0 | USHerald.com | News/Media Website | media |
| 103788 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1075652859218158 | link | Pussification: The Effeminization of the Ameri... | Femme fatale and blogger, Alicia Powe, just go... | dailysurge.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://ow.ly/WWvd304mLC2 | If you're a pussy, this book will shred what's... | ... | 2016-09-19T18:44:58Z | 2016-09-19T21:04:52Z | 2016-09-19 | 2016-09-19 | 2016-09-19T23:44:58Z | 2016-09-20T02:04:52Z | 236948.0 | DailySurge.com | News/Media Website | media |
| 108574 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1080936745356436 | link | Top Army Chief of Staff General Has Had It Wit... | Top Army Chief of Staff General Has Had It Wit... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/top-army-chief-of-staff-ge... | With the growing threat of terrorism around th... | ... | 2016-09-25T13:35:01Z | 2016-09-25T13:35:01Z | 2016-09-25 | 2016-09-25 | 2016-09-25T18:35:01Z | 2016-09-25T18:35:01Z | 253950.0 | USHerald.com | News/Media Website | media |
| 109164 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_1031128753670569 | link | US Herald | Well folks, Just because you take your shirt o... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/topless-protesters-demandi... | Real News Online | ... | 2016-07-30T15:35:19Z | 2016-07-30T19:58:42Z | 2016-07-30 | 2016-07-30 | 2016-07-30T20:35:19Z | 2016-07-31T00:58:42Z | 516607.0 | USHerald.com | News/Media Website | media |
| 129671 | 228702593913193 | ClashDaily.com with Doug Giles | 228702593913193_989907711126007 | link | US Herald | A classic joke about the way government works.... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?w... | http://usherald.com/three-contractors-are-bidd... | Real News Online | ... | 2016-06-02T15:35:02Z | 2016-06-02T15:35:02Z | 2016-06-02 | 2016-06-02 | 2016-06-02T20:35:02Z | 2016-06-02T20:35:02Z | 152602.0 | USHerald.com | News/Media Website | media |
784 rows × 24 columns
times = pd.DataFrame()
times = page_domain_different.groupby('post_created_date_CT').mean()
times['count'] = page_domain_different.groupby('post_created_date_CT').size()
times.reset_index(level=0, inplace=True)
times=times[['post_created_date_CT','count']]
times['post_created_date_CT'] = times['post_created_date_CT'].apply(lambda x:datetime.strptime(x,'%Y-%m-%d'))
plt.rcParams['figure.figsize'] = [25, 12]
mpl.pyplot.plot_date(times['post_created_date_CT'], times['count'],'b-')
[<matplotlib.lines.Line2D at 0x7f7ba4f93a20>]
page_domain_mainlyfromone = page_domain[(page_domain['page_name'] == '100 Percent FED Up') | (page_domain['page_name'] == 'Abolish The IRS') |(page_domain['page_name'] == 'America is RIGHT') |(page_domain['page_name'] == 'Last American Patriots') |(page_domain['page_name'] == 'My Favorite Gun') |(page_domain['page_name'] == 'Obama Makes Me Puke') |(page_domain['page_name'] == 'Patriot Nation')|
(page_domain['page_name'] == 'Rebirth of Freedom') | (page_domain['page_name'] == 'Robertson Family Values') |(page_domain['page_name'] == 'Sean Brown') |(page_domain['page_name'] == 'Spokane Conservative Examiner') |(page_domain['page_name'] == 'Tell Me Now') |(page_domain['page_name'] == 'The Last Great Stand') |(page_domain['page_name'] == 'The New Resistance')|
(page_domain['page_name'] == 'The Political Insider') | (page_domain['page_name'] == 'Girls Just Wanna Have Guns') |(page_domain['page_name'] == 'Angry American Patriots') |(page_domain['page_name'] == 'Ann Romney Fan Site') |
(page_domain['page_name'] == 'Dc Gazette') |(page_domain['page_name'] == 'Democrats Driving Forward to Victory') |(page_domain['page_name'] == 'End The Fed')|(page_domain['page_name'] == 'God King')|(page_domain['page_name'] == 'Trina')]
mainlyfromone_page = list(page_domain_mainlyfromone.page_name.unique())
mainlyfromwhat_domain = []
for i in mainlyfromone_page:
test = page_domain_mainlyfromone[page_domain_mainlyfromone['page_name']==i]
maximun = test.loc[test[0].idxmax()]
mainlyfromwhat_domain.append(maximun['domain'])
first_post_create_time = pd.DataFrame()
for i in mainlyfromone_page:
first_created = post_sort_by_created_time[post_sort_by_created_time['page_name']==i].head(1)
first_post_create_time = pd.concat([first_post_create_time,first_created])
first_post_create_time = first_post_create_time[['page_name','post_created_date_CT']]
first_post_create_time.sort_values('post_created_date_CT')
| page_name | post_created_date_CT | |
|---|---|---|
| 23167 | The New Resistance | 2014-12-31 |
| 96114 | Sean Brown | 2014-12-31 |
| 22148 | Rebirth of Freedom | 2014-12-31 |
| 52773 | Ann Romney Fan Site | 2015-01-01 |
| 28401 | Patriot Nation | 2015-01-10 |
| 37924 | Girls Just Wanna Have Guns | 2015-01-19 |
| 131426 | Angry American Patriots | 2015-01-22 |
| 112917 | The Last Great Stand | 2015-01-27 |
| 32623 | Obama Makes Me Puke | 2015-02-08 |
| 103306 | Last American Patriots | 2015-02-21 |
| 123107 | Spokane Conservative Examiner | 2015-03-21 |
| 21810 | 100 Percent FED Up | 2015-08-27 |
| 84882 | Dc Gazette | 2015-12-22 |
| 18710 | The Political Insider | 2016-01-13 |
| 120944 | My Favorite Gun | 2016-01-20 |
| 119278 | Abolish The IRS | 2016-01-20 |
| 274 | God King | 2016-02-08 |
| 79886 | Robertson Family Values | 2016-02-22 |
| 14394 | Trina | 2016-02-27 |
| 118782 | America is RIGHT | 2016-03-25 |
| 28897 | Tell Me Now | 2016-04-26 |
| 17613 | Democrats Driving Forward to Victory | 2016-10-01 |
| 4105 | End The Fed | 2017-01-03 |
mainlyfromone = politifact_with_fake_domain[(politifact_with_fake_domain['page_name'] == '100 Percent FED Up') | (politifact_with_fake_domain['page_name'] == 'Abolish The IRS') |(politifact_with_fake_domain['page_name'] == 'America is RIGHT') |(politifact_with_fake_domain['page_name'] == 'Last American Patriots') |(politifact_with_fake_domain['page_name'] == 'My Favorite Gun') |(politifact_with_fake_domain['page_name'] == 'Obama Makes Me Puke') |(politifact_with_fake_domain['page_name'] == 'Patriot Nation')|
(politifact_with_fake_domain['page_name'] == 'Rebirth of Freedom') | (politifact_with_fake_domain['page_name'] == 'Robertson Family Values') |(politifact_with_fake_domain['page_name'] == 'Sean Brown') |(politifact_with_fake_domain['page_name'] == 'Spokane Conservative Examiner') |(politifact_with_fake_domain['page_name'] == 'Tell Me Now') |(politifact_with_fake_domain['page_name'] == 'The Last Great Stand') |(politifact_with_fake_domain['page_name'] == 'The New Resistance')|
(politifact_with_fake_domain['page_name'] == 'The Political Insider') | (politifact_with_fake_domain['page_name'] == 'Girls Just Wanna Have Guns') |(politifact_with_fake_domain['page_name'] == 'Angry American Patriots') |(politifact_with_fake_domain['page_name'] == 'Ann Romney Fan Site') |
(politifact_with_fake_domain['page_name'] == 'Dc Gazette') |(politifact_with_fake_domain['page_name'] == 'Democrats Driving Forward to Victory') |(politifact_with_fake_domain['page_name'] == 'End The Fed')|(page_domain['page_name'] == 'God King')|(politifact_with_fake_domain['page_name'] == 'Trina')]
mainlyfromone
| page_id | page_name | post_id | post_type | post_name | post_message | post_caption | post_picture | post_link | post_description | ... | post_created_time_CT | post_updated_time_CT | post_created_date_CT | post_updated_date_CT | post_created_time | post_updated_time | page_talking_about_count | domain | category | type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 12 | 591402597574018 | Tell Me Now | 591402597574018_1065863346794605 | link | This White House Petition to CHARGE Hillary Re... | EAT. THIS. HILDEBEEST. \nLet's push this OVER ... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2016/07/white-house-peti... | Hillary may have gotten her way with the FBI, ... | ... | 2016-07-07T20:00:00Z | 2016-07-09T11:11:32Z | 2016-07-07 | 2016-07-09 | 2016-07-08T01:00:00Z | 2016-07-09T16:11:32Z | 349481.0 | ClashDaily.com | News/Media Website | media |
| 30 | 112723252096438 | The Political Insider | 112723252096438_1061186837250070 | link | If Trump Is So Awful, Why Are His Kids So Awes... | Here's a great question...please forward this ... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2016/03/if-trump-is-so-a... | NaN | ... | 2016-03-06T18:33:01Z | 2016-03-08T17:40:30Z | 2016-03-06 | 2016-03-08 | 2016-03-07T00:33:01Z | 2016-03-08T23:40:30Z | 1010747.0 | ClashDaily.com | News/Media Website | media |
| 38 | 112723252096438 | The Political Insider | 112723252096438_1146533155382104 | link | This White House Petition to CHARGE Hillary Re... | Let's push this OVER 30 Million! 'Like & Share... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2016/07/white-house-peti... | Hillary may have gotten her way with the FBI, ... | ... | 2016-07-08T17:00:00Z | 2016-07-09T18:50:18Z | 2016-07-08 | 2016-07-09 | 2016-07-08T22:00:00Z | 2016-07-09T23:50:18Z | 1024760.0 | ClashDaily.com | News/Media Website | media |
| 50 | 112723252096438 | The Political Insider | 112723252096438_1253098804725538 | link | DEAR TRUMP HATERS: If Trump Is ‘Evil’ Then WHY... | I believe Spiderman once said that a “tree is ... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2016/07/dear-trump-hater... | NaN | ... | 2016-11-11T02:30:01Z | 2016-11-11T02:30:01Z | 2016-11-11 | 2016-11-11 | 2016-11-11T08:30:01Z | 2016-11-11T08:30:01Z | 684362.0 | ClashDaily.com | News/Media Website | media |
| 53 | 112723252096438 | The Political Insider | 112723252096438_1155268367841916 | link | PATRIOTS: Ben Carson Linked Hillary To LUCIFER... | DANG. Ben went rogue on The Hildebeest. \n\nWa... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2016/07/patriots-ben-car... | Ben Carson just called out Hillary and linked ... | ... | 2016-07-21T23:00:00Z | 2016-07-23T22:39:08Z | 2016-07-21 | 2016-07-23 | 2016-07-22T04:00:00Z | 2016-07-24T03:39:08Z | 915310.0 | ClashDaily.com | News/Media Website | media |
| 65 | 721683147909323 | The New Resistance | 721683147909323_1276732035737762 | link | Liberals IRATE After Trump Sends 92 Muslims Pa... | Islamists and liberals are losing their minds ... | madworldnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://madworldnews.com/trump-92-muslims-airport/ | Islamists and liberals are losing their minds ... | ... | 2017-01-26T16:30:17Z | 2017-01-30T07:18:42Z | 2017-01-26 | 2017-01-30 | 2017-01-26T22:30:17Z | 2017-01-30T13:18:42Z | 212803.0 | MadWorldNews.com | Community | group |
| 74 | 721683147909323 | The New Resistance | 721683147909323_1286162778128021 | link | Vet-Owned Coffee Co's Counter-Offer Has '10,00... | After liberal Starbucks announced they will de... | madworldnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://madworldnews.com/vet-coffee-refugees-st... | After liberal Starbucks announced they will de... | ... | 2017-02-03T19:30:00Z | 2017-02-07T07:49:35Z | 2017-02-03 | 2017-02-07 | 2017-02-04T01:30:00Z | 2017-02-07T13:49:35Z | 212803.0 | MadWorldNews.com | Community | group |
| 78 | 591402597574018 | Tell Me Now | 591402597574018_1046727372041536 | link | QUESTION: Should Welfare ABUSERS Be ARRESTED? | This is a HOT potato. \nThis deserves ... oh .... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2016/06/question-welfare... | Do you think that those who abuse the system s... | ... | 2016-06-03T20:00:00Z | 2016-06-12T14:11:50Z | 2016-06-03 | 2016-06-12 | 2016-06-04T01:00:00Z | 2016-06-12T19:11:50Z | 183378.0 | ClashDaily.com | News/Media Website | media |
| 95 | 112723252096438 | The Political Insider | 112723252096438_1153266641375422 | link | QUESTION: Do You AGREE With Trump That Rosie O... | Rosie O’Donnell just unleashed a new attack on... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2016/05/question-agree-t... | You're not going to believe her latest obsceni... | ... | 2016-07-19T02:33:00Z | 2016-07-23T15:38:33Z | 2016-07-19 | 2016-07-23 | 2016-07-19T07:33:00Z | 2016-07-23T20:38:33Z | 915310.0 | ClashDaily.com | News/Media Website | media |
| 98 | 591402597574018 | Tell Me Now | 591402597574018_1027183650662575 | link | QUESTION: Should These Men Get The DEATH PENAL... | Share your thoughts! | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2016/04/question-should-... | NaN | ... | 2016-05-01T02:45:00Z | 2016-05-02T07:12:56Z | 2016-05-01 | 2016-05-02 | 2016-05-01T07:45:00Z | 2016-05-02T12:12:56Z | 523193.0 | ClashDaily.com | News/Media Website | media |
| 112 | 591402597574018 | Tell Me Now | 591402597574018_1268339823213622 | link | Sheriff Clarke Says, ‘ALL Cop Killers Should G... | Share your thoughts! Should cop killers get th... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2016/12/sheriff-clarke-s... | We need to decide... what is a cop's life REAL... | ... | 2016-12-18T02:00:01Z | 2016-12-22T10:18:45Z | 2016-12-18 | 2016-12-22 | 2016-12-18T08:00:01Z | 2016-12-22T16:18:45Z | 287669.0 | ClashDaily.com | News/Media Website | media |
| 156 | 112723252096438 | The Political Insider | 112723252096438_1251181371583948 | link | JOURNALISM IS DEAD: It Died KISSING Hillary’s ... | When did it happen? And how did it die? \nThis... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2016/08/journalism-is-de... | NaN | ... | 2016-11-09T02:30:00Z | 2016-11-10T21:28:46Z | 2016-11-09 | 2016-11-10 | 2016-11-09T08:30:00Z | 2016-11-11T03:28:46Z | 1698738.0 | ClashDaily.com | News/Media Website | media |
| 157 | 591402597574018 | Tell Me Now | 591402597574018_1074432912604315 | link | DEAR TRUMP HATERS: If Trump Is ‘Evil’ Then WHY... | Jesus said, 'a tree is known by its fruit.' Do... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2016/07/dear-trump-hater... | If you believe Hillary and The Never Trumpers,... | ... | 2016-07-21T20:00:00Z | 2016-07-23T13:46:24Z | 2016-07-21 | 2016-07-23 | 2016-07-22T01:00:00Z | 2016-07-23T18:46:24Z | 450992.0 | ClashDaily.com | News/Media Website | media |
| 184 | 591402597574018 | Tell Me Now | 591402597574018_1073256869388586 | link | QUESTION: Do You LOVE ‘Bikers for Trump’ And T... | THESE. DUDES. ARE. AWESOME! \n\nDid you SEE th... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2016/07/question-love-bi... | This may just be the most awesome group of Tru... | ... | 2016-07-20T02:00:00Z | 2016-07-21T21:01:15Z | 2016-07-20 | 2016-07-21 | 2016-07-20T07:00:00Z | 2016-07-22T02:01:15Z | 338050.0 | ClashDaily.com | News/Media Website | media |
| 195 | 112723252096438 | The Political Insider | 112723252096438_1233818279986924 | link | LMAO: TV Star Says ‘I’d Rather Be Grabbed By T... | THIS. IS. HILARIOUS. Is Katie right or ridicul... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2016/10/lmao-tv-star-say... | NaN | ... | 2016-10-21T02:32:08Z | 2016-10-22T11:19:10Z | 2016-10-21 | 2016-10-22 | 2016-10-21T07:32:08Z | 2016-10-22T16:19:10Z | 1168273.0 | ClashDaily.com | News/Media Website | media |
| 203 | 721683147909323 | The New Resistance | 721683147909323_1189519851125648 | link | Bold Man Stands Before Anti-Trump Brats Holdin... | While hostile anti-Trump protests and riots ra... | madworldnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://madworldnews.com/anti-trump-brats-sign-... | While hostile anti-Trump protests and riots ra... | ... | 2016-11-11T16:30:15Z | 2016-11-14T22:21:27Z | 2016-11-11 | 2016-11-14 | 2016-11-11T22:30:15Z | 2016-11-15T04:21:27Z | 212803.0 | MadWorldNews.com | Community | group |
| 231 | 112723252096438 | The Political Insider | 112723252096438_1245844382117647 | link | VIRAL: 13yr. Old Trump Girl HAMMERS Hillary – ... | THIS LITTLE FIREBRAND IS MY NEW HERO. This des... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2016/10/viral-13yr-old-t... | NaN | ... | 2016-11-03T02:30:00Z | 2016-11-03T02:30:00Z | 2016-11-03 | 2016-11-03 | 2016-11-03T07:30:00Z | 2016-11-03T07:30:00Z | 1364461.0 | ClashDaily.com | News/Media Website | media |
| 237 | 721683147909323 | The New Resistance | 721683147909323_1293240227420276 | link | Marine Dad Makes School PAY After Pushing Isla... | All across the country we’ve heard stories of ... | madworldnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://madworldnews.com/marine-dad-school-push... | All across the country we’ve heard stories of ... | ... | 2016-01-01T11:00:00Z | 2017-02-14T20:52:43Z | 2016-01-01 | 2017-02-14 | 2016-01-01T17:00:00Z | 2017-02-15T02:52:43Z | 234905.0 | MadWorldNews.com | Community | group |
| 242 | 591402597574018 | Tell Me Now | 591402597574018_1076159935764946 | link | Would You Support a Bill That Makes Killing Po... | YES! | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2016/07/sen-cornyns-back... | SEN. CORNYN'S 'BACK THE BLUE ACT’ Makes Killin... | ... | 2016-07-25T02:39:00Z | 2016-07-26T22:49:24Z | 2016-07-25 | 2016-07-26 | 2016-07-25T07:39:00Z | 2016-07-27T03:49:24Z | 538928.0 | ClashDaily.com | News/Media Website | media |
| 279 | 721683147909323 | The New Resistance | 721683147909323_1303803266363972 | link | Muslims Demand "Bigoted" Church Sign Removal, ... | Muslims have taken to social media and major n... | madworldnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://madworldnews.com/muslims-bigoted-church... | Muslims and their leftist sympathizers have ta... | ... | 2016-05-13T11:00:00Z | 2017-03-25T10:46:06Z | 2016-05-13 | 2017-03-25 | 2016-05-13T16:00:00Z | 2017-03-25T15:46:06Z | 234905.0 | MadWorldNews.com | Community | group |
| 281 | 591402597574018 | Tell Me Now | 591402597574018_1051059448274995 | link | QUESTION: Do You AGREE With Trump That Rosie O... | Share your thoughts! | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2016/05/question-agree-t... | You're not going to believe her latest obsceni... | ... | 2016-06-12T02:40:29Z | 2016-06-29T10:39:19Z | 2016-06-12 | 2016-06-29 | 2016-06-12T07:40:29Z | 2016-06-29T15:39:19Z | 183378.0 | ClashDaily.com | News/Media Website | media |
| 283 | 721683147909323 | The New Resistance | 721683147909323_885440414866928 | link | He Thought All Eyes Were On Injured Teammate, ... | A photo is going viral after a picture was tak... | madworldnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://madworldnews.com/injured-teammate-photo/ | A photo is going viral after a picture was tak... | ... | 2015-09-06T13:30:00Z | 2015-09-07T22:31:52Z | 2015-09-06 | 2015-09-07 | 2015-09-06T18:30:00Z | 2015-09-08T03:31:52Z | 187802.0 | MadWorldNews.com | Community | group |
| 288 | 591402597574018 | Tell Me Now | 591402597574018_1141487702565502 | link | DEAR TRUMP HATERS: If Trump Is ‘Evil’ Then WHY... | One of my old and wise, now deceased, mentors ... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2016/07/dear-trump-hater... | If you believe Hillary and The Never Trumpers,... | ... | 2016-10-18T13:00:00Z | 2016-10-20T11:04:22Z | 2016-10-18 | 2016-10-20 | 2016-10-18T18:00:00Z | 2016-10-20T16:04:22Z | 784263.0 | ClashDaily.com | News/Media Website | media |
| 292 | 311190048935167 | 100 Percent FED Up | 311190048935167_1184685238252306 | link | Armed Citizen Shoots and Kills Suspect Who Was... | Armed Citizen Shoots and Kills Suspect Who Was... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/armed-citizen-shoots-k... | This is what the 2nd Amendment is all about! | ... | 2016-11-15T13:00:00Z | 2016-11-18T20:21:20Z | 2016-11-15 | 2016-11-18 | 2016-11-15T19:00:00Z | 2016-11-19T02:21:20Z | 356173.0 | FreedomDaily.com | Media/News/Publishing | media |
| 297 | 591402597574018 | Tell Me Now | 591402597574018_1146323838748555 | link | QUESTION: Would You Like To See Trump Win Just... | YES | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2016/10/question-like-se... | The pundits are saying it's all over for Trump... | ... | 2016-10-22T13:00:09Z | 2016-10-24T10:34:38Z | 2016-10-22 | 2016-10-24 | 2016-10-22T18:00:09Z | 2016-10-24T15:34:38Z | 609727.0 | ClashDaily.com | News/Media Website | media |
| 298 | 591402597574018 | Tell Me Now | 591402597574018_1070142739699999 | link | PATRIOTS: Should Trump Fly The #Benghazi Victi... | WHAT. A. GREAT. IDEA! | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2016/07/patriots-trump-f... | It looks like that would really make a statement. | ... | 2016-07-14T20:00:00Z | 2016-07-17T04:53:49Z | 2016-07-14 | 2016-07-17 | 2016-07-15T01:00:00Z | 2016-07-17T09:53:49Z | 348743.0 | ClashDaily.com | News/Media Website | media |
| 316 | 591402597574018 | Tell Me Now | 591402597574018_1136487639732175 | link | LMAO: TV Star Says ‘I’d Rather Be Grabbed By T... | THIS. IS. HILARIOUS. Is Katie right or ridicul... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2016/10/lmao-tv-star-say... | Katie Hopkins, former Apprentice UK contestant... | ... | 2016-10-14T02:00:02Z | 2016-10-15T21:20:40Z | 2016-10-14 | 2016-10-15 | 2016-10-14T07:00:02Z | 2016-10-16T02:20:40Z | 276623.0 | ClashDaily.com | News/Media Website | media |
| 317 | 311190048935167 | 100 Percent FED Up | 311190048935167_1181048015282695 | link | YES! Rosie O’Donnell Confirms She’s Moving Fro... | YES! Rosie O’Donnell Confirms She’s Moving Fro... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/yes-rosie-odonnell-con... | Pack your sh*t and go! Rosie O is gonna hit th... | ... | 2016-11-12T13:16:37Z | 2016-11-14T09:06:17Z | 2016-11-12 | 2016-11-14 | 2016-11-12T19:16:37Z | 2016-11-14T15:06:17Z | 1687606.0 | FreedomDaily.com | Media/News/Publishing | media |
| 329 | 112723252096438 | The Political Insider | 112723252096438_1235802313121854 | link | QUESTION: Would You Like To See Trump Win Just... | YES | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2016/10/question-like-se... | The pundits are saying it's all over for Trump... | ... | 2016-10-23T02:33:01Z | 2016-10-24T18:51:32Z | 2016-10-23 | 2016-10-24 | 2016-10-23T07:33:01Z | 2016-10-24T23:51:32Z | 1231579.0 | ClashDaily.com | News/Media Website | media |
| 332 | 721683147909323 | The New Resistance | 721683147909323_1226261804118119 | link | Soldiers HUMILIATE Obama By Doing 1 Thing For ... | Proving himself to be a country-loving America... | madworldnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://madworldnews.com/soldiers-humiliate-oba... | Proving himself to be a country-loving America... | ... | 2016-12-11T14:30:00Z | 2016-12-15T21:31:15Z | 2016-12-11 | 2016-12-15 | 2016-12-11T20:30:00Z | 2016-12-16T03:31:15Z | 212803.0 | MadWorldNews.com | Community | group |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 132294 | 146612062031906 | Spokane Conservative Examiner | 146612062031906_1135990266427409 | link | Supreme Court Sides With Obama Admin In Big Is... | Supreme Court Sides With Obama Admin In Big Is... | www.bb4sp.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://www.bb4sp.com/supreme-court-sides-with-... | The U.S. Supreme Court has struck down a contr... | ... | 2015-06-10T05:30:17Z | 2015-06-10T05:30:17Z | 2015-06-10 | 2015-06-10 | 2015-06-10T10:30:17Z | 2015-06-10T10:30:17Z | 5463.0 | BB4SP.com | News/Media Website | media |
| 132295 | 312531385450925 | The Last Great Stand | 312531385450925_934259086611482 | link | 9 Reasons the Terrorist Attacks in Paris Could... | 9 Reasons the Terrorist Attacks in Paris Could... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/1QnzFrx | My heart goes out to anyone who lost a family ... | ... | 2015-11-16T09:33:39Z | 2015-11-16T09:33:39Z | 2015-11-16 | 2015-11-16 | 2015-11-16T15:33:39Z | 2015-11-16T15:33:39Z | 8055.0 | BeforeItsNews.com | Politician | media |
| 132296 | 312531385450925 | The Last Great Stand | 312531385450925_1022081877829202 | link | Jim Willie and Will The U.S. Collapse Due To I... | Jim Willie and Will The U.S. Collapse Due To I... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/1pDIRwF | In this interview below between Rick Wile of T... | ... | 2016-04-27T04:58:31Z | 2016-04-27T04:58:31Z | 2016-04-27 | 2016-04-27 | 2016-04-27T09:58:31Z | 2016-04-27T09:58:31Z | 22852.0 | BeforeItsNews.com | Politician | media |
| 132297 | 312531385450925 | The Last Great Stand | 312531385450925_924625567574834 | link | How Aliens Helped to Build Earth’s Ancient Pyr... | How Aliens Helped to Build Earth’s Ancient Pyr... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/1LndPjk | EVERYTHING WE HAVE BEEN TAUGHT ABOUT HUMAN ORI... | ... | 2015-10-24T06:40:17Z | 2015-10-24T06:40:17Z | 2015-10-24 | 2015-10-24 | 2015-10-24T11:40:17Z | 2015-10-24T11:40:17Z | 3727.0 | BeforeItsNews.com | Politician | media |
| 132298 | 312531385450925 | The Last Great Stand | 312531385450925_875427919161266 | link | Obama Scheming with Financial Institutions to ... | NaN | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://thelastgreatstand.tumblr.com/post/12325... | What do you get when you mix the latest versio... | ... | 2015-07-05T00:14:45Z | 2015-07-05T00:14:45Z | 2015-07-05 | 2015-07-05 | 2015-07-05T05:14:45Z | 2015-07-05T05:14:45Z | 6106.0 | BeforeItsNews.com | Politician | media |
| 132299 | 312531385450925 | The Last Great Stand | 312531385450925_942872432416814 | link | Peter Schiff and "11 Alarms Being Ignored As T... | Peter Schiff and “11 Alarms Being Ignored As T... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/1Qh2fcG | In the following video, Peter Schiff pokes fun... | ... | 2015-12-03T12:49:23Z | 2015-12-03T12:49:23Z | 2015-12-03 | 2015-12-03 | 2015-12-03T18:49:23Z | 2015-12-03T18:49:23Z | 13809.0 | BeforeItsNews.com | Politician | media |
| 132300 | 312531385450925 | The Last Great Stand | 312531385450925_911718795532178 | link | Top 10 Extremely Bizarre Phobias People Have –... | SOME OF THESE WILL MAKE YOU LAUGH (#2); SOME M... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://beforeitsnews.com/alternative/2015/09/t... | In a world where just about every actual news ... | ... | 2015-09-23T13:02:08Z | 2015-09-23T13:02:08Z | 2015-09-23 | 2015-09-23 | 2015-09-23T18:02:08Z | 2015-09-23T18:02:08Z | 3108.0 | BeforeItsNews.com | Politician | media |
| 132301 | 312531385450925 | The Last Great Stand | 312531385450925_922013361169388 | link | Thirty-one Rare and Interesting Pictures Of th... | 31 Rare and Interesting Pictures Of The World ... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://beforeitsnews.com/alternative/2015/07/3... | CHECK OUT OTHER STORIES BY THE UN-SILENT MAJOR... | ... | 2015-10-17T16:00:14Z | 2015-10-17T16:00:14Z | 2015-10-17 | 2015-10-17 | 2015-10-17T21:00:14Z | 2015-10-17T21:00:14Z | 9719.0 | BeforeItsNews.com | Politician | media |
| 132302 | 312531385450925 | The Last Great Stand | 312531385450925_911855005518557 | link | 10 Extremely Bizarre Phobias People Have – #2 ... | Top 10 Extremely Bizarre Phobias People Have –... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://beforeitsnews.com/alternative/2015/09/t... | In a world where just about every actual news ... | ... | 2015-09-23T21:00:07Z | 2015-09-23T21:00:07Z | 2015-09-23 | 2015-09-23 | 2015-09-24T02:00:07Z | 2015-09-24T02:00:07Z | 3108.0 | BeforeItsNews.com | Politician | media |
| 132303 | 312531385450925 | The Last Great Stand | 312531385450925_890496244321100 | link | Why Are The Illuminati Planning To Crash the G... | NaN | beforeitsnews.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://thelastgreatstand.tumblr.com/post/12616... | Why Are The Illuminati Planning To Crash the G... | ... | 2015-08-08T04:33:01Z | 2015-08-08T04:33:01Z | 2015-08-08 | 2015-08-08 | 2015-08-08T09:33:01Z | 2015-08-08T09:33:01Z | 4367.0 | BeforeItsNews.com | Politician | media |
| 132304 | 146612062031906 | Spokane Conservative Examiner | 146612062031906_1431105400249226 | link | WOW! State Department Spokesperson Thinks The ... | “This administration fiddles while Rome burns…... | bb4sp.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bb4sp.com/state-department-spokesperson... | Welcome to the State Department. This administ... | ... | 2016-08-05T10:30:00Z | 2016-08-05T10:30:00Z | 2016-08-05 | 2016-08-05 | 2016-08-05T15:30:00Z | 2016-08-05T15:30:00Z | 8225.0 | BB4SP.com | News/Media Website | media |
| 132305 | 146612062031906 | Spokane Conservative Examiner | 146612062031906_1362424760450624 | link | 2013 West Texas Fertilizer Blast That Killed 1... | “The ATF government agents are super fast at t... | bb4sp.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bb4sp.com/2013-west-texas-fertilizer-bl... | Officials launched a hunt Wednesday for possib... | ... | 2016-05-12T10:30:00Z | 2016-05-12T10:30:00Z | 2016-05-12 | 2016-05-12 | 2016-05-12T15:30:00Z | 2016-05-12T15:30:00Z | 9442.0 | BB4SP.com | News/Media Website | media |
| 132307 | 312531385450925 | The Last Great Stand | 312531385450925_912281835475874 | link | Dying US Political Prisoner at 87 (Peter Schif... | Blind and Dying US Political Prisoner at 87 (P... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://buff.ly/1Mti64W | Do you want to know what a lawless tyrannical ... | ... | 2015-09-25T02:59:38Z | 2015-09-25T02:59:38Z | 2015-09-25 | 2015-09-25 | 2015-09-25T07:59:38Z | 2015-09-25T07:59:38Z | 2953.0 | BeforeItsNews.com | Politician | media |
| 132308 | 146612062031906 | Spokane Conservative Examiner | 146612062031906_1424280810931685 | link | Inmates Take Over Portion Of A Jail In Chicago... | “Officials said they are working to resolve th... | bb4sp.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bb4sp.com/cook-county-jail-inmates-chic... | Officials said they are working to resolve the... | ... | 2016-07-28T21:30:00Z | 2016-07-28T21:30:00Z | 2016-07-28 | 2016-07-28 | 2016-07-29T02:30:00Z | 2016-07-29T02:30:00Z | 12819.0 | BB4SP.com | News/Media Website | media |
| 132309 | 312531385450925 | The Last Great Stand | 312531385450925_937766779594046 | link | 5-Year-Old Genius Has Scientists Believing Tha... | 5-Year-Old Genius Has Scientists Believing Tha... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/1LrVpL2 | No doubt this kid is most impressive. I’m push... | ... | 2015-11-22T08:50:28Z | 2015-11-22T08:50:28Z | 2015-11-22 | 2015-11-22 | 2015-11-22T14:50:28Z | 2015-11-22T14:50:28Z | 14210.0 | BeforeItsNews.com | Politician | media |
| 132310 | 312531385450925 | The Last Great Stand | 312531385450925_957931900910867 | link | Police To Begin Trolling Even People's "Hidden... | Police To Begin Trolling Even People’s “Hidden... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/1R2zp1F | In the first video below, RT discusses a new b... | ... | 2016-01-02T08:49:23Z | 2016-01-02T14:25:19Z | 2016-01-02 | 2016-01-02 | 2016-01-02T14:49:23Z | 2016-01-02T20:25:19Z | 6158.0 | BeforeItsNews.com | Politician | media |
| 132311 | 312531385450925 | The Last Great Stand | 312531385450925_927025187334872 | link | Cleric Says: "Muslims Have the Right to Kill A... | “Moderate” Cleric Says: “Muslims Have the Righ... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/20eHFON | Look at that picture above. Those “peaceful Mu... | ... | 2015-10-30T04:10:22Z | 2015-10-30T04:10:22Z | 2015-10-30 | 2015-10-30 | 2015-10-30T09:10:22Z | 2015-10-30T09:10:22Z | 3239.0 | BeforeItsNews.com | Politician | media |
| 132312 | 149817218374125 | Girls Just Wanna Have Guns | 149817218374125_963106277045211 | link | 10 REASONS: Why I Could Never Be The Pope ⋆ Do... | I appreciate Pope Francis' stand for trad marr... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://ow.ly/SIWEZ | I'm glad, for many reasons, that Boehner resig... | ... | 2015-09-27T17:40:21Z | 2015-09-27T17:51:34Z | 2015-09-27 | 2015-09-27 | 2015-09-27T22:40:21Z | 2015-09-27T22:51:34Z | 11405.0 | ClashDaily.com | Cause | group |
| 132313 | 312531385450925 | The Last Great Stand | 312531385450925_931396080231116 | link | 10 Ancient Settlements That Were Abandoned for... | 10 Ancient Settlements That Were Abandoned for... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/1PvfhTx | (Image: Carlos Adampol, cc-sa-4.0) The ten anc... | ... | 2015-11-09T09:20:58Z | 2015-11-09T09:20:58Z | 2015-11-09 | 2015-11-09 | 2015-11-09T15:20:58Z | 2015-11-09T15:20:58Z | 2964.0 | BeforeItsNews.com | Politician | media |
| 132314 | 312531385450925 | The Last Great Stand | 312531385450925_945083818862342 | link | China Knocking on the Door of Global Reserve-C... | China Knocking on the Door of Global Reserve-C... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://beforeitsnews.com/politics/2015/08/chin... | FOR MORE NEWS BY VOICE OF REASON CLICK HERE! B... | ... | 2015-12-08T06:00:16Z | 2015-12-08T06:00:16Z | 2015-12-08 | 2015-12-08 | 2015-12-08T12:00:16Z | 2015-12-08T12:00:16Z | 8946.0 | BeforeItsNews.com | Politician | media |
| 132315 | 425390150874429 | Sean Brown | 425390150874429_847069882039785 | link | Teen’s Final Day Of School Becomes ‘Extreme’ N... | On her last day of school before graduation, a... | madworldnews.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://madworldnews.com/teens-final-day-school... | On her last day of school before graduation, a... | ... | 2015-05-20T17:36:54Z | 2015-05-20T17:36:54Z | 2015-05-20 | 2015-05-20 | 2015-05-20T22:36:54Z | 2015-05-20T22:36:54Z | 1515.0 | MadWorldNews.com | Journalist | figure |
| 132316 | 312531385450925 | The Last Great Stand | 312531385450925_933402920030432 | link | UFO Activists Excited About Hillary Presidency... | UFO Activists Excited About Hillary Presidency... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/1NScsMv | Illustration by Ivylise Simones; Clinton: Bria... | ... | 2015-11-14T08:36:11Z | 2015-11-14T08:36:11Z | 2015-11-14 | 2015-11-14 | 2015-11-14T14:36:11Z | 2015-11-14T14:36:11Z | 5854.0 | BeforeItsNews.com | Politician | media |
| 132317 | 751413538254047 | America is RIGHT | 751413538254047_1193759067352823 | link | Where Are Barack And Michelle, Black Lives Mat... | Where Are Barack And Michelle, Black Lives Mat... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/barack-michelle-black-... | I'm sure you've all realized by now that to li... | ... | 2016-05-31T08:38:28Z | 2016-05-31T08:38:28Z | 2016-05-31 | 2016-05-31 | 2016-05-31T13:38:28Z | 2016-05-31T13:38:28Z | 12306.0 | FreedomDaily.com | Media/News/Publishing | group |
| 132318 | 312531385450925 | The Last Great Stand | 312531385450925_922652831105441 | link | The TPP Has a Secret Clause to Limit Free Spee... | The TPP Has a Secret Clause to Limit Free Spee... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://beforeitsnews.com/politics/2015/10/the-... | As we head into what is “scheduled” to be Obam... | ... | 2015-10-19T09:00:42Z | 2015-10-19T23:28:04Z | 2015-10-19 | 2015-10-19 | 2015-10-19T14:00:42Z | 2015-10-20T04:28:04Z | 9719.0 | BeforeItsNews.com | Politician | media |
| 132319 | 146612062031906 | Spokane Conservative Examiner | 146612062031906_1474129272613505 | link | Device Explodes Along Military 5K Route, 2nd D... | Device Explodes Along Military 5K Route, 2nd D... | bb4sp.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bb4sp.com/device-explodes-along-militar... | Luckily no one was in the area when the device... | ... | 2016-09-18T02:00:15Z | 2016-09-18T02:00:15Z | 2016-09-18 | 2016-09-18 | 2016-09-18T07:00:15Z | 2016-09-18T07:00:15Z | 7819.0 | BB4SP.com | News/Media Website | media |
| 132320 | 312531385450925 | The Last Great Stand | 312531385450925_1004374316266625 | link | Dr. Jim Willie - Secret Meeting at the G20 to ... | Dr. Jim Willie – Secret Meeting at the G20 to ... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/1UUTyah | In the following video, USA Watchdog talks to ... | ... | 2016-03-28T08:36:26Z | 2016-03-28T08:36:26Z | 2016-03-28 | 2016-03-28 | 2016-03-28T13:36:26Z | 2016-03-28T13:36:26Z | 40831.0 | BeforeItsNews.com | Politician | media |
| 132321 | 425390150874429 | Sean Brown | 425390150874429_855493394530767 | link | Cameras Catch ‘CREEPY’ Thing Man Did In Walmar... | Police were recently on the lookout for a man ... | madworldnews.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://madworldnews.com/cameras-creepy-man-wal... | Police were recently on the lookout for a man ... | ... | 2015-06-06T12:37:21Z | 2015-06-06T12:59:25Z | 2015-06-06 | 2015-06-06 | 2015-06-06T17:37:21Z | 2015-06-06T17:59:25Z | 1906.0 | MadWorldNews.com | Journalist | figure |
| 132322 | 146612062031906 | Spokane Conservative Examiner | 146612062031906_1487477401278692 | link | Hillary Mocks Sanders Supporters In Leaked Fun... | “She mocks the millennials while her supporter... | bb4sp.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bb4sp.com/hillary-mocks-sanders-support... | She mocks the millennials while her supporters... | ... | 2016-10-01T12:30:01Z | 2016-10-01T12:30:01Z | 2016-10-01 | 2016-10-01 | 2016-10-01T17:30:01Z | 2016-10-01T17:30:01Z | 4655.0 | BB4SP.com | News/Media Website | media |
| 132323 | 312531385450925 | The Last Great Stand | 312531385450925_927231550647569 | link | 6 Ways To Show The World Is In Cognitive Disso... | 6 Ways To Show The World Is In Cognitive Disso... | beforeitsnews.com | https://fbexternal-a.akamaihd.net/safe_image.p... | http://beforeitsnews.com/politics/2015/10/6-wa... | Wait up, hold on, hold the phone here! Why is ... | ... | 2015-10-30T16:00:45Z | 2015-10-30T16:00:45Z | 2015-10-30 | 2015-10-30 | 2015-10-30T21:00:45Z | 2015-10-30T21:00:45Z | 2957.0 | BeforeItsNews.com | Politician | media |
| 132324 | 312531385450925 | The Last Great Stand | 312531385450925_1005211816182875 | link | Jim Willie and How the Loss of the US Dollar a... | Jim Willie and How the Loss of the US Dollar a... | beforeitsnews.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://bit.ly/1MHUpEO | In the following video, Dr. Jim Willie is a gu... | ... | 2016-03-29T10:40:52Z | 2016-03-29T10:40:52Z | 2016-03-29 | 2016-03-29 | 2016-03-29T15:40:52Z | 2016-03-29T15:40:52Z | 40831.0 | BeforeItsNews.com | Politician | media |
58779 rows × 24 columns
plt.rcParams['figure.figsize'] = [60, 50]
times = pd.DataFrame()
for i in mainlyfromone_page:
times = mainlyfromone[mainlyfromone['page_name']==i].groupby('post_created_date_CT').mean()
times['count'] = mainlyfromone[mainlyfromone['page_name']==i].groupby('post_created_date_CT').size()
times.reset_index(level=0, inplace=True)
times=times[['post_created_date_CT','count']]
times['post_created_date_CT'] = times['post_created_date_CT'].apply(lambda x:datetime.strptime(x,'%Y-%m-%d'))
mpl.pyplot.plot_date(times['post_created_date_CT'], times['count'], color = np.random.rand(3,),ls = 'solid')
times = pd.DataFrame()
times = mainlyfromone.groupby('post_created_date_CT').mean()
times['count'] = mainlyfromone.groupby('post_created_date_CT').size()
times.reset_index(level=0, inplace=True)
times=times[['post_created_date_CT','count']]
times['post_created_date_CT'] = times['post_created_date_CT'].apply(lambda x:datetime.strptime(x,'%Y-%m-%d'))
plt.rcParams['figure.figsize'] = [25, 12]
mpl.pyplot.plot_date(times['post_created_date_CT'], times['count'],'b-')
[<matplotlib.lines.Line2D at 0x7f7ba4f37748>]
mainlyfromone_page
mainlyfromwhat_domain
mainlyfromone_data = pd.DataFrame()
for i in range(23):
test = mainlyfromone[(mainlyfromone['page_name']==mainlyfromone_page[i])&(mainlyfromone['domain']!=mainlyfromwhat_domain[i])]
mainlyfromone_data = pd.concat([mainlyfromone_data,test])
mainlyfromone_data
| page_id | page_name | post_id | post_type | post_name | post_message | post_caption | post_picture | post_link | post_description | ... | post_created_time_CT | post_updated_time_CT | post_created_date_CT | post_updated_date_CT | post_created_time | post_updated_time | page_talking_about_count | domain | category | type | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 292 | 311190048935167 | 100 Percent FED Up | 311190048935167_1184685238252306 | link | Armed Citizen Shoots and Kills Suspect Who Was... | Armed Citizen Shoots and Kills Suspect Who Was... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/armed-citizen-shoots-k... | This is what the 2nd Amendment is all about! | ... | 2016-11-15T13:00:00Z | 2016-11-18T20:21:20Z | 2016-11-15 | 2016-11-18 | 2016-11-15T19:00:00Z | 2016-11-19T02:21:20Z | 356173.0 | FreedomDaily.com | Media/News/Publishing | media |
| 317 | 311190048935167 | 100 Percent FED Up | 311190048935167_1181048015282695 | link | YES! Rosie O’Donnell Confirms She’s Moving Fro... | YES! Rosie O’Donnell Confirms She’s Moving Fro... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/yes-rosie-odonnell-con... | Pack your sh*t and go! Rosie O is gonna hit th... | ... | 2016-11-12T13:16:37Z | 2016-11-14T09:06:17Z | 2016-11-12 | 2016-11-14 | 2016-11-12T19:16:37Z | 2016-11-14T15:06:17Z | 1687606.0 | FreedomDaily.com | Media/News/Publishing | media |
| 819 | 311190048935167 | 100 Percent FED Up | 311190048935167_1179785018742328 | link | Trump Announces Trey Gowdy Is Finalist For One... | Trump Announces Trey Gowdy Is Finalist For One... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/trump-announces-trey-g... | Hillary is not going to sleep well over this! | ... | 2016-11-11T13:00:00Z | 2016-11-13T19:48:40Z | 2016-11-11 | 2016-11-13 | 2016-11-11T19:00:00Z | 2016-11-14T01:48:40Z | 356173.0 | FreedomDaily.com | Media/News/Publishing | media |
| 1612 | 311190048935167 | 100 Percent FED Up | 311190048935167_1170058743048289 | link | Liberals at 'The View' Tried to Bully Trumps M... | Whoopi and Her Liberal Hacks at 'The View' Tri... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/liberals-view-tried-bu... | She goes OFF. | ... | 2016-11-03T13:00:00Z | 2016-11-08T14:40:44Z | 2016-11-03 | 2016-11-08 | 2016-11-03T18:00:00Z | 2016-11-08T20:40:44Z | 356173.0 | FreedomDaily.com | Media/News/Publishing | media |
| 2035 | 311190048935167 | 100 Percent FED Up | 311190048935167_1187623397958490 | link | Freedom DAILY- Your Daily Dose Of Freedom. | ** GEORGE SOROS IS BURNING **\n\nTrump has sen... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/ | Freedom Daily Delivers meaningful conservative... | ... | 2016-11-17T17:38:14Z | 2016-11-23T10:31:29Z | 2016-11-17 | 2016-11-23 | 2016-11-17T23:38:14Z | 2016-11-23T16:31:29Z | 356173.0 | FreedomDaily.com | Media/News/Publishing | media |
| 2360 | 311190048935167 | 100 Percent FED Up | 311190048935167_1182414141812749 | link | PEPSI CEO Just Made SHAMEFUL Statement About T... | PEPSI CEO Just Made SHAMEFUL Statement About T... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/pepsi- | I feel another boycott coming on. | ... | 2016-11-13T13:37:50Z | 2016-11-15T09:43:49Z | 2016-11-13 | 2016-11-15 | 2016-11-13T19:37:50Z | 2016-11-15T15:43:49Z | 1738462.0 | FreedomDaily.com | Media/News/Publishing | media |
| 3727 | 311190048935167 | 100 Percent FED Up | 311190048935167_1171391696248327 | link | Breaking! Ex-Apprentice Trump Accuser Was Paid... | Breaking! Ex-Apprentice Trump Accuser Was Paid... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/ex-apprentice-trump-ac... | The Democratic machine has been in full overdr... | ... | 2016-11-04T13:00:00Z | 2016-11-07T04:34:30Z | 2016-11-04 | 2016-11-07 | 2016-11-04T18:00:00Z | 2016-11-07T10:34:30Z | 356173.0 | FreedomDaily.com | Media/News/Publishing | media |
| 5467 | 311190048935167 | 100 Percent FED Up | 311190048935167_1190126087708221 | link | Pro-Trump Family Of Soldier Killed Bringing Bo... | Pro-Trump Family Of Soldier Killed Bringing Bo... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/family-soldier-booed/ | Only liberal scumbags and Muslims would do suc... | ... | 2016-11-19T12:55:55Z | 2016-11-21T09:45:57Z | 2016-11-19 | 2016-11-21 | 2016-11-19T18:55:55Z | 2016-11-21T15:45:57Z | 1078669.0 | FreedomDaily.com | Media/News/Publishing | media |
| 6950 | 311190048935167 | 100 Percent FED Up | 311190048935167_1175298435857653 | link | Trey Gowdy Just Shredded Killary With His Fina... | Trey Gowdy Just Shredded Killary With His Fina... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/trey-gowdy-just-shredd... | Hillary left stunned! | ... | 2016-11-07T13:00:01Z | 2016-11-08T09:43:37Z | 2016-11-07 | 2016-11-08 | 2016-11-07T19:00:01Z | 2016-11-08T15:43:37Z | 1206851.0 | FreedomDaily.com | Media/News/Publishing | media |
| 7248 | 311190048935167 | 100 Percent FED Up | 311190048935167_1173749806012516 | link | IT’S A MIRACLE! What Trump Did Last Night Will... | IT’S A MIRACLE! What Trump Did Last Night Will... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/miracle-trump/ | Memorial Day weekend, Riley was killed in a ca... | ... | 2016-11-06T09:47:00Z | 2016-11-08T08:32:52Z | 2016-11-06 | 2016-11-08 | 2016-11-06T15:47:00Z | 2016-11-08T14:32:52Z | 356173.0 | FreedomDaily.com | Media/News/Publishing | media |
| 10063 | 311190048935167 | 100 Percent FED Up | 311190048935167_1173769912677172 | link | BREAKING! Criminal President Obama Commits A F... | No one can believe what Obama just did on LIVE... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/breaking-criminal-pres... | Obama is doing EVERYTHING to Give Hillary the ... | ... | 2016-11-06T11:00:00Z | 2016-11-07T20:09:15Z | 2016-11-06 | 2016-11-07 | 2016-11-06T17:00:00Z | 2016-11-08T02:09:15Z | 1064049.0 | FreedomDaily.com | Media/News/Publishing | media |
| 10308 | 311190048935167 | 100 Percent FED Up | 311190048935167_1177676522286511 | link | BREAKING VIDEO: Black Lives Matter Rioting & L... | BREAKING VIDEO: Black HILLARY Thugs Riot & Loo... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/black-lives-matter-rio... | The domestic terrorists can be heard yelling "... | ... | 2016-11-09T13:00:00Z | 2016-11-21T19:08:21Z | 2016-11-09 | 2016-11-21 | 2016-11-09T19:00:00Z | 2016-11-22T01:08:21Z | 356173.0 | FreedomDaily.com | Media/News/Publishing | media |
| 10915 | 311190048935167 | 100 Percent FED Up | 311190048935167_1176495625737934 | link | Blacks Chanting Black Lives Matter Attack Fema... | BREAKING! Blacks Chanting Black Lives Matter A... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/blacks-chanting-black-... | Unreal.... | ... | 2016-11-08T13:00:00Z | 2016-11-10T03:31:39Z | 2016-11-08 | 2016-11-10 | 2016-11-08T19:00:00Z | 2016-11-10T09:31:39Z | 1377906.0 | FreedomDaily.com | Media/News/Publishing | media |
| 11797 | 311190048935167 | 100 Percent FED Up | 311190048935167_1319368341450661 | link | ICE Just Raided Cher's Transgender Kid, DISGUS... | ICE Just Raided Cher's Transgender Kid, DISGUS... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/ice-just-raided-chers-... | Cher has seen her day in the spotlight for yea... | ... | 2017-04-03T15:45:00Z | 2017-04-03T15:45:00Z | 2017-04-03 | 2017-04-03 | 2017-04-03T20:45:00Z | 2017-04-03T20:45:00Z | 356173.0 | FreedomDaily.com | Media/News/Publishing | media |
| 11961 | 311190048935167 | 100 Percent FED Up | 311190048935167_1178774372176726 | link | BREAKING VIDEO: White Trump Supporter Beat By ... | BREAKING VIDEO: White Trump Supporter Beat By ... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/trump-supporter-mob/ | The disturbing video shows the man trying to g... | ... | 2016-11-10T14:12:00Z | 2016-11-14T21:21:28Z | 2016-11-10 | 2016-11-14 | 2016-11-10T20:12:00Z | 2016-11-15T03:21:28Z | 356173.0 | FreedomDaily.com | Media/News/Publishing | media |
| 13945 | 311190048935167 | 100 Percent FED Up | 311190048935167_1188684651185698 | link | CLINTON BODY BAGS: Woman Investigating Clinton... | BREAKING! Woman Investigating Clinton Foundati... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/woman-clinton-foundati... | Monica Petersen was a Research Fellow at the H... | ... | 2016-11-18T13:07:44Z | 2016-11-20T00:39:48Z | 2016-11-18 | 2016-11-20 | 2016-11-18T19:07:44Z | 2016-11-20T06:39:48Z | 1319620.0 | FreedomDaily.com | Media/News/Publishing | media |
| 16751 | 311190048935167 | 100 Percent FED Up | 311190048935167_1191493347571495 | link | This Shoe Company Just BANNED Ivanka Trump Pro... | This Shoe Company Just BANNED Ivanka Trump Pro... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/shoe-company-just-bann... | Liberalism is a severe mental disorder | ... | 2016-11-20T14:59:06Z | 2016-11-23T19:09:02Z | 2016-11-20 | 2016-11-23 | 2016-11-20T20:59:06Z | 2016-11-24T01:09:02Z | 356173.0 | FreedomDaily.com | Media/News/Publishing | media |
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| 21252 | 311190048935167 | 100 Percent FED Up | 311190048935167_975978192456346 | link | VIDEO: Muslims Say America Needs Sharia Law NO... | BOOM! Watch Hannity rip these ungrateful Musli... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/video-muslims-say-america-... | Sean Hannity has long been a voice of reason a... | ... | 2016-01-28T14:00:00Z | 2016-01-28T21:36:29Z | 2016-01-28 | 2016-01-28 | 2016-01-28T20:00:00Z | 2016-01-29T03:36:29Z | 167208.0 | USHerald.com | Media/News/Publishing | media |
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| 22777 | 311190048935167 | 100 Percent FED Up | 311190048935167_977620558958776 | link | Obama Just Got ROCKED By U.S. Air Force's HUGE... | Obama Just Got ROCKED By U.S. Air Force's HUGE... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/culture-boom-u-s-air-force... | “None of these programs gives the installation... | ... | 2016-01-31T14:00:00Z | 2016-01-31T17:22:25Z | 2016-01-31 | 2016-01-31 | 2016-01-31T20:00:00Z | 2016-01-31T23:22:25Z | 183950.0 | USHerald.com | Media/News/Publishing | media |
| 23796 | 311190048935167 | 100 Percent FED Up | 311190048935167_976482389072593 | link | Obama Bans VIDEO That Exposes Him! One Look An... | One viewing of this VIDEO and you'll understan... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/obama-video-banned-by-obam... | Regardless of one’s point of view about today’... | ... | 2016-01-29T14:00:00Z | 2016-01-30T22:11:19Z | 2016-01-29 | 2016-01-30 | 2016-01-29T20:00:00Z | 2016-01-31T04:11:19Z | 194022.0 | USHerald.com | Media/News/Publishing | media |
| 25633 | 311190048935167 | 100 Percent FED Up | 311190048935167_978604358860396 | link | Judge SHREDS Mother Of 12 Kids Who Is 100% UNG... | WHOA! This judge goes off on this arrogant and... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/judge-in-tampa-scolds-moth... | Most would agree that raising one child proper... | ... | 2016-02-02T14:00:00Z | 2016-02-04T04:40:54Z | 2016-02-02 | 2016-02-04 | 2016-02-02T20:00:00Z | 2016-02-04T10:40:54Z | 190367.0 | USHerald.com | Media/News/Publishing | media |
| 26920 | 311190048935167 | 100 Percent FED Up | 311190048935167_1183562141697949 | link | Miley Cyrus CRUSHED By Loss And Having To Move... | Miley Cyrus CRUSHED By Loss And Having To Move... | freedomdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://freedomdaily.com/miley-cyrus-cries/ | BWAHAHAHAHA! Too funny not to share! LOLLLLLL!... | ... | 2016-11-14T13:00:00Z | 2016-11-17T15:02:51Z | 2016-11-14 | 2016-11-17 | 2016-11-14T19:00:00Z | 2016-11-17T21:02:51Z | 356173.0 | FreedomDaily.com | Media/News/Publishing | media |
| 40930 | 311190048935167 | 100 Percent FED Up | 311190048935167_976954482358717 | link | These 6 Examples of Human Stupidity PERFECTLY ... | Just when you think you have heard it all befo... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/these-6-examples-of-human-... | Note: Number #7 had to be left out, it was jus... | ... | 2016-01-30T14:00:00Z | 2016-01-31T01:04:31Z | 2016-01-30 | 2016-01-31 | 2016-01-30T20:00:00Z | 2016-01-31T07:04:31Z | 194022.0 | USHerald.com | Media/News/Publishing | media |
| 43891 | 311190048935167 | 100 Percent FED Up | 311190048935167_978988045488694 | link | Little Boy Asks His Dad "What is Politics?", Y... | This kid is pretty sharp.\n\nShare with someon... | usherald.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://usherald.com/little-boy-asks-his-dad-wh... | Sounds about right. with someone today. Source | ... | 2016-02-03T14:00:00Z | 2016-02-03T17:10:22Z | 2016-02-03 | 2016-02-03 | 2016-02-03T20:00:00Z | 2016-02-03T23:10:22Z | 167617.0 | USHerald.com | Media/News/Publishing | media |
| 119278 | 316913578439861 | Abolish The IRS | 316913578439861_748299538634594 | link | ‘Integrated’ Muslim Migrants Say Germans Are ‘... | Footage has emerged that was shot inside a Ger... | politicalears.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://politicalears.com/2016/01/integrated-mu... | NaN | ... | 2016-01-20T09:10:03Z | 2016-01-20T11:46:27Z | 2016-01-20 | 2016-01-20 | 2016-01-20T15:10:03Z | 2016-01-20T17:46:27Z | 234657.0 | DailySurge.com | Website | group |
| 126115 | 316913578439861 | Abolish The IRS | 316913578439861_748916458572902 | link | ‘Integrated’ Muslim Migrants Say Germans Are ‘... | Footage has emerged that was shot inside a Ger... | politicalears.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://politicalears.com/2016/01/integrated-mu... | NaN | ... | 2016-01-21T20:10:03Z | 2016-01-21T20:10:03Z | 2016-01-21 | 2016-01-21 | 2016-01-22T02:10:03Z | 2016-01-22T02:10:03Z | 211970.0 | DailySurge.com | Website | group |
| 128469 | 316913578439861 | Abolish The IRS | 316913578439861_748639565267258 | link | ‘Integrated’ Muslim Migrants Say Germans Are ‘... | Footage has emerged that was shot inside a Ger... | politicalears.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://politicalears.com/2016/01/integrated-mu... | NaN | ... | 2016-01-21T04:10:02Z | 2016-01-21T05:21:44Z | 2016-01-21 | 2016-01-21 | 2016-01-21T10:10:02Z | 2016-01-21T11:21:44Z | 228814.0 | DailySurge.com | Website | group |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 116995 | 312531385450925 | The Last Great Stand | 312531385450925_1137614469609275 | link | Pepi | Yes, you certainly have. \n\nAnyone else would... | NaN | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.americanpoliticnews.com/us-politics... | Obama Family: “We Have Been Treated Unfairly W... | ... | 2016-10-16T09:14:01Z | 2016-10-17T10:45:09Z | 2016-10-16 | 2016-10-17 | 2016-10-16T14:14:01Z | 2016-10-17T15:45:09Z | 26931.0 | AmericanPoliticNews.co | Politician | media |
| 117644 | 312531385450925 | The Last Great Stand | 312531385450925_986922304678493 | link | Mad World News | NaN | NaN | https://external.xx.fbcdn.net/safe_image.php?d... | http://madworldnews.com/chris-rock-oscars-3-na... | Although America is just getting over the raci... | ... | 2016-02-29T12:54:41Z | 2016-03-02T07:54:29Z | 2016-02-29 | 2016-03-02 | 2016-02-29T18:54:41Z | 2016-03-02T13:54:29Z | 24932.0 | MadWorldNews.com | Politician | media |
| 119691 | 312531385450925 | The Last Great Stand | 312531385450925_944249712279086 | link | Julie | But don't worry... Obama says you have nothing... | NaN | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2015/12/san-bernardino-t... | Cruz demands the records...\n\n | ... | 2015-12-06T11:26:40Z | 2015-12-06T11:26:40Z | 2015-12-06 | 2015-12-06 | 2015-12-06T17:26:40Z | 2015-12-06T17:26:40Z | 13796.0 | ClashDaily.com | Politician | media |
| 120372 | 312531385450925 | The Last Great Stand | 312531385450925_937267812977276 | link | Obama Says Only 2% of Refugees Are Young Men, ... | NaN | usapoliticstoday.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.usapoliticstoday.com/obama-says-onl... | The U.S. State Department says more than half ... | ... | 2015-11-21T07:22:12Z | 2015-11-21T07:22:12Z | 2015-11-21 | 2015-11-21 | 2015-11-21T13:22:12Z | 2015-11-21T13:22:12Z | 14197.0 | USAPoliticsToday.com | Politician | media |
| 121244 | 312531385450925 | The Last Great Stand | 312531385450925_1049670245070365 | link | BREAKING: Insider Leaks Secret Reaction White ... | EXCLUSIVE: A political insider just released a... | usapoliticstoday.com | https://external.xx.fbcdn.net/safe_image.php?w... | http://www.usapoliticstoday.com/breaking-insid... | Exclusive information from a Washington inside... | ... | 2016-06-16T11:00:00Z | 2016-06-17T00:02:32Z | 2016-06-16 | 2016-06-17 | 2016-06-16T16:00:00Z | 2016-06-17T05:02:32Z | 6106.0 | USAPoliticsToday.com | Politician | media |
| 121399 | 312531385450925 | The Last Great Stand | 312531385450925_1058059437564779 | link | BREAKING: Large Explosions & Gunfire Rock Majo... | It is absolute chaos ... | usapoliticstoday.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://www.usapoliticstoday.com/breaking-large... | He been rocked by two separate explosions and ... | ... | 2016-06-30T10:00:00Z | 2016-06-30T10:00:00Z | 2016-06-30 | 2016-06-30 | 2016-06-30T15:00:00Z | 2016-06-30T15:00:00Z | 6106.0 | USAPoliticsToday.com | Politician | media |
| 129172 | 312531385450925 | The Last Great Stand | 312531385450925_937346906302700 | link | SIMPLE INTERVIEW QUESTIONS: For Muslim Syrian ... | NaN | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2015/11/simple-interview... | Here are my interview questions for the 97.5% ... | ... | 2015-11-21T11:11:53Z | 2015-11-21T11:11:53Z | 2015-11-21 | 2015-11-21 | 2015-11-21T17:11:53Z | 2015-11-21T17:11:53Z | 14210.0 | ClashDaily.com | Politician | media |
| 130763 | 312531385450925 | The Last Great Stand | 312531385450925_950664091637648 | link | SECOND AMENDMENT AMBASSADORS: How Gun Owners C... | Take note of the gun slides...\n\nJust saying... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2015/12/second-amendment... | Gun owners can play a useful role as ambassado... | ... | 2015-12-20T08:29:52Z | 2015-12-20T08:29:52Z | 2015-12-20 | 2015-12-20 | 2015-12-20T14:29:52Z | 2015-12-20T14:29:52Z | 13865.0 | ClashDaily.com | Politician | media |
| 132222 | 312531385450925 | The Last Great Stand | 312531385450925_938922762811781 | link | Mary Margaret | NaN | NaN | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2015/11/question-when-wi... | I wonder when The Islamapologist-In-Chief ...\... | ... | 2015-11-24T11:02:09Z | 2015-11-24T11:02:09Z | 2015-11-24 | 2015-11-24 | 2015-11-24T17:02:09Z | 2015-11-24T17:02:09Z | 14210.0 | ClashDaily.com | Politician | media |
| 3723 | 721683147909323 | The New Resistance | 721683147909323_1298496370227995 | link | HEY, RIOTOUS SNOWFLAKES: The Grand Jury Just I... | Keep breaking crap, dumb@sses! Look what await... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2017/02/hey-riotous-snow... | Eight years of 'space to destroy' have come to... | ... | 2017-02-16T07:00:07Z | 2017-02-19T09:51:00Z | 2017-02-16 | 2017-02-19 | 2017-02-16T13:00:07Z | 2017-02-19T15:51:00Z | 212803.0 | ClashDaily.com | Community | group |
| 4643 | 721683147909323 | The New Resistance | 721683147909323_1296460493764916 | link | The PUSSIFIED NFL Threatens Texas – Gov. Abbot... | I have three words for The NFL's 'mandate': Ki... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2017/02/pussified-nfl-th... | It seems as though political activists have hi... | ... | 2017-02-14T10:04:55Z | 2017-02-18T04:37:33Z | 2017-02-14 | 2017-02-18 | 2017-02-14T16:04:55Z | 2017-02-18T10:37:33Z | 212803.0 | ClashDaily.com | Community | group |
| 12465 | 721683147909323 | The New Resistance | 721683147909323_1297902983620667 | link | DEAR P*SSIES: Here’s What Old People Mean When... | Hey, parents! Show this to your kids | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2017/02/dear-pssies-here... | Watch this comedian clearly explain what the w... | ... | 2017-02-15T19:00:01Z | 2017-02-18T11:12:01Z | 2017-02-15 | 2017-02-18 | 2017-02-16T01:00:01Z | 2017-02-18T17:12:01Z | 212803.0 | ClashDaily.com | Community | group |
| 21443 | 721683147909323 | The New Resistance | 721683147909323_1296981190379513 | link | WATCH: Pregnant Beyonce Hoofs Around Pretty Mu... | GOOD LAWD! I swear she's looking MORE like Jay... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2017/02/watch-pregnant-b... | Beyoncé struts around on stage pregnant in a g... | ... | 2017-02-14T19:00:02Z | 2017-02-14T19:00:02Z | 2017-02-14 | 2017-02-14 | 2017-02-15T01:00:02Z | 2017-02-15T01:00:02Z | 212803.0 | ClashDaily.com | Community | group |
| 22115 | 721683147909323 | The New Resistance | 721683147909323_1298496506894648 | link | WATCH: Travel Ban Protesters Asked WHY No ‘Ext... | FULL. RETARD. ON. DISPLAY. | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2017/02/watch-travel-ban... | Earlier this week, a bunch of students walked ... | ... | 2017-02-16T08:00:07Z | 2017-02-24T19:07:51Z | 2017-02-16 | 2017-02-24 | 2017-02-16T14:00:07Z | 2017-02-25T01:07:51Z | 212803.0 | ClashDaily.com | Community | group |
| 32549 | 721683147909323 | The New Resistance | 721683147909323_1296980153712950 | link | JACK@SS: Liberal DC Gym Owner ATTACKS Ivanka –... | What a crock of Liberal crap. We've provided t... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2017/02/jackss-liberal-d... | Was this illegal, or just immoral? | ... | 2017-02-14T17:00:06Z | 2017-02-17T05:08:20Z | 2017-02-14 | 2017-02-17 | 2017-02-14T23:00:06Z | 2017-02-17T11:08:20Z | 212803.0 | ClashDaily.com | Community | group |
| 37305 | 721683147909323 | The New Resistance | 721683147909323_1297351470342485 | link | PUSSIFICATION: Cops Shoot Burglar In The Ass –... | What an ass-clown. This dude is DEFINITELY a l... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2017/02/pussification-co... | We DARE you to find someone dumber than this guy. | ... | 2017-02-15T09:00:00Z | 2017-02-16T15:48:19Z | 2017-02-15 | 2017-02-16 | 2017-02-15T15:00:00Z | 2017-02-16T21:48:19Z | 212803.0 | ClashDaily.com | Community | group |
| 51429 | 721683147909323 | The New Resistance | 721683147909323_1297896930287939 | link | TOUCHÈ: After Teammates Boycott White House, T... | Brady's post will NOT sit well with the SNOWFL... | clashdaily.com | https://external.xx.fbcdn.net/safe_image.php?d... | http://clashdaily.com/2017/02/touche-teammates... | Brady's Teammates were expecting to MAKE a sta... | ... | 2017-02-15T17:00:00Z | 2017-02-17T17:35:30Z | 2017-02-15 | 2017-02-17 | 2017-02-15T23:00:00Z | 2017-02-17T23:35:30Z | 212803.0 | ClashDaily.com | Community | group |
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1466 rows × 24 columns
times = pd.DataFrame()
times = mainlyfromone_data.groupby('post_created_date_CT').mean()
times['count'] = mainlyfromone_data.groupby('post_created_date_CT').size()
times.reset_index(level=0, inplace=True)
times=times[['post_created_date_CT','count']]
times['post_created_date_CT'] = times['post_created_date_CT'].apply(lambda x:datetime.strptime(x,'%Y-%m-%d'))
plt.rcParams['figure.figsize'] = [25, 12]
mpl.pyplot.plot_date(times['post_created_date_CT'], times['count'],'b-')
[<matplotlib.lines.Line2D at 0x7f7ba4ef6eb8>]